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300 canonical paper links on this archive page.

  1. Slot Abstractors: Toward Scalable Abstract Visual Reasoning
    arxiv-2403.03458 Sparse Thin Ready implementation starting point
    Mar 1, 2024
  2. 3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization
    arxiv-2403.19971 Direct Thin Ready implementation starting point
    Mar 1, 2024
  3. Negative Label Guided OOD Detection with Pretrained Vision-Language Models
    arxiv-2403.20078 Sparse Thin Ready implementation starting point
    Mar 1, 2024
  4. HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
    arxiv-2403.00425 Direct Thin Ready implementation starting point
    Mar 1, 2024
  5. Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions
    arxiv-2402.18060 Direct Thin Ready implementation starting point
    Feb 28, 2024
  6. Language Models as Science Tutors
    arxiv-2402.11111 Sparse Thin Ready implementation starting point
    Feb 16, 2024
  7. Pedagogical Alignment of Large Language Models
    arxiv-2402.05000 Sparse Thin Ready implementation starting point
    Feb 7, 2024
  8. KTO: Model Alignment as Prospect Theoretic Optimization
    arxiv-2402.01306 Direct Thin Ready implementation starting point
    Feb 1, 2024
  9. Feb 1, 2024
  10. AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning
    arxiv-2402.15506 Direct Thin Ready implementation starting point
    Feb 1, 2024
  11. ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
    arxiv-2402.19446 Direct Thin Ready implementation starting point
    Feb 1, 2024
  12. Feb 1, 2024
  13. Text Role Classification in Scientific Charts Using Multimodal Transformers
    arxiv-2402.14579 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  14. Feb 1, 2024
  15. TravelPlanner: A Benchmark for Real-World Planning with Language Agents
    arxiv-2402.01622 Direct Thin Ready implementation starting point
    Feb 1, 2024
  16. MACRec: a Multi-Agent Collaboration Framework for Recommendation
    arxiv-2402.15235 Direct Thin Ready implementation starting point
    Feb 1, 2024
  17. DistiLLM: Towards Streamlined Distillation for Large Language Models
    arxiv-2402.03898 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  18. Feb 1, 2024
  19. Guidance Graph Optimization for Lifelong Multi-Agent Path Finding
    arxiv-2402.01446 Direct Thin Ready implementation starting point
    Feb 1, 2024
  20. Feb 1, 2024
  21. Noise Contrastive Alignment of Language Models with Explicit Rewards
    arxiv-2402.05369 Direct Thin Ready implementation starting point
    Feb 1, 2024
  22. TinyLLaVA: A Framework of Small-scale Large Multimodal Models
    arxiv-2402.14289 Direct Thin Ready implementation starting point
    Feb 1, 2024
  23. Unified Hallucination Detection for Multimodal Large Language Models
    arxiv-2402.03190 Direct Thin Ready implementation starting point
    Feb 1, 2024
  24. DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
    arxiv-2402.03300 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  25. FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning
    arxiv-2402.12692 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  26. Linear-time Minimum Bayes Risk Decoding with Reference Aggregation
    arxiv-2402.04251 Direct Thin Ready implementation starting point
    Feb 1, 2024
  27. Language Agents as Optimizable Graphs
    arxiv-2402.16823 Direct Thin Ready implementation starting point
    Feb 1, 2024
  28. Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
    arxiv-2402.14672 Direct Thin Ready implementation starting point
    Feb 1, 2024
  29. Feb 1, 2024
  30. Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs
    arxiv-2402.12030 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  31. Image Fusion via Vision-Language Model
    arxiv-2402.02235 Direct Thin Ready implementation starting point
    Feb 1, 2024
  32. BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
    arxiv-2402.10631 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  33. More Agents Is All You Need
    arxiv-2402.05120 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  34. Neural networks for abstraction and reasoning: Towards broad generalization in machines
    arxiv-2402.03507 Direct Thin Ready implementation starting point
    Feb 1, 2024
  35. FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation Models
    arxiv-2402.04555 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  36. Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models
    arxiv-2402.01345 Sparse Thin Ready implementation starting point
    Feb 1, 2024
  37. Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
    arxiv-2401.05459 Direct Thin Ready implementation starting point
    Jan 1, 2024
  38. Jan 1, 2024
  39. MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache
    arxiv-2401.14361 Direct Thin Ready implementation starting point
    Jan 1, 2024
  40. Jan 1, 2024
  41. Jan 1, 2024
  42. A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
    arxiv-2401.01967 Direct Thin Ready implementation starting point
    Jan 1, 2024
  43. AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
    arxiv-2401.13178 Sparse Thin Ready implementation starting point
    Jan 1, 2024
  44. MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
    arxiv-2401.15947 Direct Thin Ready implementation starting point
    Jan 1, 2024
  45. MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition
    arxiv-2401.03429 Direct Thin Ready implementation starting point
    Jan 1, 2024
  46. Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
    arxiv-2401.08500 Direct Thin Ready implementation starting point
    Jan 1, 2024
  47. DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs
    arxiv-2401.05190 Sparse Thin Ready implementation starting point
    Jan 1, 2024
  48. MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline
    arxiv-2401.08190 Direct Thin Ready implementation starting point
    Jan 1, 2024
  49. The Impact of Reasoning Step Length on Large Language Models
    arxiv-2401.04925 Sparse Thin Ready implementation starting point
    Jan 1, 2024
  50. A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host Detection
    arxiv-2312.06728 Sparse Thin Ready implementation starting point
    Dec 11, 2023
  51. Dec 1, 2023
  52. Dec 1, 2023
  53. TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
    arxiv-2312.16862 Direct Thin Ready implementation starting point
    Dec 1, 2023
  54. AppAgent: Multimodal Agents as Smartphone Users
    arxiv-2312.13771 Direct Thin Ready implementation starting point
    Dec 1, 2023
  55. Pedestrian Attribute Recognition via CLIP based Prompt Vision-Language Fusion
    arxiv-2312.10692 Direct Thin Ready implementation starting point
    Dec 1, 2023
  56. Magicoder: Empowering Code Generation with OSS-Instruct
    arxiv-2312.02120 Direct Thin Ready implementation starting point
    Dec 1, 2023
  57. Localized Symbolic Knowledge Distillation for Visual Commonsense Models
    arxiv-2312.04837 Sparse Thin Ready implementation starting point
    Dec 1, 2023
  58. Agent-OM: Leveraging LLM Agents for Ontology Matching
    arxiv-2312.00326 Direct Thin Ready implementation starting point
    Dec 1, 2023
  59. On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
    arxiv-2312.03526 Direct Thin Ready implementation starting point
    Dec 1, 2023
  60. Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System
    arxiv-2312.04854 Sparse Thin Ready implementation starting point
    Dec 1, 2023
  61. RTLCoder: Fully Open-Source and Efficient LLM-Assisted RTL Code Generation Technique
    arxiv-2312.08617 Direct Thin Ready implementation starting point
    Dec 1, 2023
  62. TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding
    arxiv-2312.02051 Direct Thin Ready implementation starting point
    Dec 1, 2023
  63. Agent Attention: On the Integration of Softmax and Linear Attention
    arxiv-2312.08874 Direct Thin Ready implementation starting point
    Dec 1, 2023
  64. MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
    arxiv-2312.17080 Sparse Thin Ready implementation starting point
    Dec 1, 2023
  65. KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
    arxiv-2312.08555 Sparse Thin Ready implementation starting point
    Dec 1, 2023
  66. Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models
    arxiv-2312.06323 Direct Thin Ready implementation starting point
    Dec 1, 2023
  67. SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models
    arxiv-2312.09818 Sparse Thin Ready implementation starting point
    Dec 1, 2023
  68. Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
    arxiv-2311.10122 Direct Thin Ready implementation starting point
    Nov 1, 2023
  69. Nov 1, 2023
  70. Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
    arxiv-2311.00136 Direct Thin Ready implementation starting point
    Nov 1, 2023
  71. Nov 1, 2023
  72. Embarassingly Simple Dataset Distillation
    arxiv-2311.07025 Sparse Thin Ready implementation starting point
    Nov 1, 2023
  73. Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling
    arxiv-2311.00430 Direct Thin Ready implementation starting point
    Nov 1, 2023
  74. Agent Lumos: Unified and Modular Training for Open-Source Language Agents
    arxiv-2311.05657 Sparse Thin Ready implementation starting point
    Nov 1, 2023
  75. Functional Overlap Reranking for Neural Code Generation
    arxiv-2311.03366 Sparse Thin Ready implementation starting point
    Nov 1, 2023
  76. FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts
    arxiv-2311.05608 Direct Thin Ready implementation starting point
    Nov 1, 2023
  77. GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation
    arxiv-2311.07562 Sparse Thin Ready implementation starting point
    Nov 1, 2023
  78. Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations
    arxiv-2311.06330 Direct Thin Ready implementation starting point
    Nov 1, 2023
  79. MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
    arxiv-2311.17600 Sparse Thin Ready implementation starting point
    Nov 1, 2023
  80. HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
    arxiv-2311.09115 Direct Thin Ready implementation starting point
    Nov 1, 2023
  81. Nov 1, 2023
  82. JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
    arxiv-2311.10090 Direct Thin Ready implementation starting point
    Nov 1, 2023
  83. Continual Learning of Diffusion Models with Generative Distillation
    arxiv-2311.14028 Direct Thin Ready implementation starting point
    Nov 1, 2023
  84. ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
    arxiv-2310.05208 Direct Thin Ready implementation starting point
    Oct 1, 2023
  85. PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
    arxiv-2310.16427 Direct Thin Ready implementation starting point
    Oct 1, 2023
  86. Clover: Closed-Loop Verifiable Code Generation
    arxiv-2310.17807 Direct Thin Ready implementation starting point
    Oct 1, 2023
  87. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
    arxiv-2310.06839 Direct Thin Ready implementation starting point
    Oct 1, 2023
  88. Text-image Alignment for Diffusion-based Perception
    arxiv-2310.00031 Sparse Thin Ready implementation starting point
    Oct 1, 2023
  89. OpenAgents: An Open Platform for Language Agents in the Wild
    arxiv-2310.10634 Direct Thin Ready implementation starting point
    Oct 1, 2023
  90. Does Graph Distillation See Like Vision Dataset Counterpart?
    arxiv-2310.09192 Sparse Thin Ready implementation starting point
    Oct 1, 2023
  91. Talk like a Graph: Encoding Graphs for Large Language Models
    arxiv-2310.04560 Sparse Thin Ready implementation starting point
    Oct 1, 2023
  92. FedFed: Feature Distillation against Data Heterogeneity in Federated Learning
    arxiv-2310.05077 Direct Thin Ready implementation starting point
    Oct 1, 2023
  93. Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
    arxiv-2310.20246 Sparse Thin Ready implementation starting point
    Oct 1, 2023
  94. Oct 1, 2023
  95. Oct 1, 2023
  96. Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog
    arxiv-2310.07259 Sparse Thin Ready implementation starting point
    Oct 1, 2023
  97. Oct 1, 2023
  98. MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks
    arxiv-2310.09036 Direct Thin Ready implementation starting point
    Oct 1, 2023
  99. Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models
    arxiv-2310.05863 Sparse Thin Ready implementation starting point
    Oct 1, 2023
  100. On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP
    arxiv-2310.12062 Curated Related Thin Ready implementation starting point
    Oct 1, 2023
  101. Improving Planning with Large Language Models: A Modular Agentic Architecture
    arxiv-2310.00194 Direct Thin Ready implementation starting point
    Sep 30, 2023
  102. Improving Planning with Large Language Models: A Modular Agentic Architecture
    doi-10.48550_arxiv.2310.00194 Sparse Thin Ready implementation starting point
    Sep 30, 2023
  103. Sep 29, 2023
  104. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
    arxiv-2309.13007 Sparse Thin Ready implementation starting point
    Sep 1, 2023
  105. Cognitive Architectures for Language Agents
    arxiv-2309.02427 Direct Thin Ready implementation starting point
    Sep 1, 2023
  106. On Autonomous Agents in a Cyber Defence Environment
    arxiv-2309.07388 Direct Thin Ready implementation starting point
    Sep 1, 2023
  107. ReMasker: Imputing Tabular Data with Masked Autoencoding
    arxiv-2309.13793 Sparse Thin Ready implementation starting point
    Sep 1, 2023
  108. Sep 1, 2023
  109. Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
    arxiv-2309.05300 Sparse Thin Ready implementation starting point
    Sep 1, 2023
  110. MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
    arxiv-2309.07915 Direct Thin Ready implementation starting point
    Sep 1, 2023
  111. Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging
    arxiv-2309.01026 Sparse Thin Ready implementation starting point
    Sep 1, 2023
  112. You Only Look at Screens: Multimodal Chain-of-Action Agents
    arxiv-2309.11436 Sparse Thin Ready implementation starting point
    Sep 1, 2023
  113. Re-Reading Improves Reasoning in Large Language Models
    arxiv-2309.06275 Direct Thin Ready implementation starting point
    Sep 1, 2023
  114. Sep 1, 2023
  115. Guiding Instruction-based Image Editing via Multimodal Large Language Models
    arxiv-2309.17102 Direct Thin Ready implementation starting point
    Sep 1, 2023
  116. Sep 1, 2023
  117. Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering
    arxiv-2309.11247 Direct Thin Ready implementation starting point
    Sep 1, 2023
  118. AskIt: Unified Programming Interface for Programming with Large Language Models
    arxiv-2308.15645 Direct Thin Ready implementation starting point
    Aug 29, 2023
  119. Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment
    arxiv-2308.09662 Sparse Thin Ready implementation starting point
    Aug 1, 2023
  120. LISA: Reasoning Segmentation via Large Language Model
    arxiv-2308.00692 Direct Thin Ready implementation starting point
    Aug 1, 2023
  121. MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
    arxiv-2308.00352 Direct Thin Ready implementation starting point
    Aug 1, 2023
  122. ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation
    arxiv-2308.01861 Sparse Thin Ready implementation starting point
    Aug 1, 2023
  123. LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
    arxiv-2308.14508 Direct Thin Ready implementation starting point
    Aug 1, 2023
  124. BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents
    arxiv-2308.05960 Direct Thin Ready implementation starting point
    Aug 1, 2023
  125. ExpeL: LLM Agents Are Experiential Learners
    arxiv-2308.10144 Direct Thin Ready implementation starting point
    Aug 1, 2023
  126. Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation
    arxiv-2308.13116 Sparse Thin Ready implementation starting point
    Aug 1, 2023
  127. Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders
    arxiv-2308.05474 Direct Thin Ready implementation starting point
    Aug 1, 2023
  128. Decoding Natural Images from EEG for Object Recognition
    arxiv-2308.13234 Direct Thin Ready implementation starting point
    Aug 1, 2023
  129. AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation
    arxiv-2308.04243 Direct Thin Ready implementation starting point
    Aug 1, 2023
  130. Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
    arxiv-2308.12038 Sparse Thin Ready implementation starting point
    Aug 1, 2023
  131. Aug 1, 2023
  132. Aug 1, 2023
  133. Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic
    arxiv-2308.07336 Direct Thin Ready implementation starting point
    Aug 1, 2023
  134. OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
    arxiv-2308.01390 Sparse Thin Ready implementation starting point
    Aug 1, 2023
  135. Aug 1, 2023
  136. Jul 1, 2023
  137. Jul 1, 2023
  138. A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models
    arxiv-2307.12980 Direct Thin Ready implementation starting point
    Jul 1, 2023
  139. Lost in the Middle: How Language Models Use Long Contexts
    arxiv-2307.03172 Sparse Thin Ready implementation starting point
    Jul 1, 2023
  140. SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension
    arxiv-2307.16125 Direct Thin Ready implementation starting point
    Jul 1, 2023
  141. Jul 1, 2023
  142. L-Eval: Instituting Standardized Evaluation for Long Context Language Models
    arxiv-2307.11088 Sparse Thin Ready implementation starting point
    Jul 1, 2023
  143. Emu: Generative Pretraining in Multimodality
    arxiv-2307.05222 Direct Thin Ready implementation starting point
    Jul 1, 2023
  144. Jul 1, 2023
  145. RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment
    arxiv-2307.12950 Sparse Thin Ready implementation starting point
    Jul 1, 2023
  146. MolFM: A Multimodal Molecular Foundation Model
    arxiv-2307.09484 Direct Thin Ready implementation starting point
    Jul 1, 2023
  147. Class-relation Knowledge Distillation for Novel Class Discovery
    arxiv-2307.09158 Sparse Thin Ready implementation starting point
    Jul 1, 2023
  148. Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
    arxiv-2307.07697 Sparse Thin Ready implementation starting point
    Jul 1, 2023
  149. Jun 1, 2023
  150. Explainable Multimodal Emotion Recognition
    arxiv-2306.15401 Direct Thin Ready implementation starting point
    Jun 1, 2023
  151. Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation
    arxiv-2306.01824 Direct Thin Ready implementation starting point
    Jun 1, 2023
  152. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
    arxiv-2306.13394 Sparse Thin Ready implementation starting point
    Jun 1, 2023
  153. One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support
    arxiv-2306.09237 Sparse Thin Ready implementation starting point
    Jun 1, 2023
  154. CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning
    arxiv-2306.17462 Direct Thin Ready implementation starting point
    Jun 1, 2023
  155. Jun 1, 2023
  156. Personalized Federated Learning with Feature Alignment and Classifier Collaboration
    arxiv-2306.11867 Sparse Thin Ready implementation starting point
    Jun 1, 2023
  157. Consistency-guided Prompt Learning for Vision-Language Models
    arxiv-2306.01195 Sparse Thin Ready implementation starting point
    Jun 1, 2023
  158. May 1, 2023
  159. Alignment of Density Maps in Wasserstein Distance
    arxiv-2305.12310 Sparse Thin Ready implementation starting point
    May 1, 2023
  160. Too Large; Data Reduction for Vision-Language Pre-Training
    arxiv-2305.20087 Sparse Thin Ready implementation starting point
    May 1, 2023
  161. Evaluating Object Hallucination in Large Vision-Language Models
    arxiv-2305.10355 Direct Thin Ready implementation starting point
    May 1, 2023
  162. May 1, 2023
  163. May 1, 2023
  164. Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
    arxiv-2305.13971 Direct Thin Ready implementation starting point
    May 1, 2023
  165. ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
    arxiv-2305.18323 Sparse Thin Ready implementation starting point
    May 1, 2023
  166. May 1, 2023
  167. Heterogeneous Value Alignment Evaluation for Large Language Models
    arxiv-2305.17147 Sparse Thin Ready implementation starting point
    May 1, 2023
  168. Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models
    arxiv-2305.16582 Sparse Thin Ready implementation starting point
    May 1, 2023
  169. NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models
    arxiv-2305.16986 Sparse Thin Ready implementation starting point
    May 1, 2023
  170. IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models
    arxiv-2305.14985 Direct Thin Ready implementation starting point
    May 1, 2023
  171. Accelerating Transformer Inference for Translation via Parallel Decoding
    arxiv-2305.10427 Sparse Thin Ready implementation starting point
    May 1, 2023
  172. Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca
    doi-10.48550_arxiv.2304.08177 Sparse Thin Ready implementation starting point
    Apr 17, 2023
  173. Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM
    arxiv-2304.14377 Sparse Thin Ready implementation starting point
    Apr 1, 2023
  174. DataComp: In search of the next generation of multimodal datasets
    arxiv-2304.14108 Direct Thin Ready implementation starting point
    Apr 1, 2023
  175. VERITE: A Robust Benchmark for Multimodal Misinformation Detection Accounting for Unimodal Bias
    arxiv-2304.14133 Direct Thin Ready implementation starting point
    Apr 1, 2023
  176. Apr 1, 2023
  177. Apr 1, 2023
  178. Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data
    arxiv-2303.14080 Direct Thin Ready implementation starting point
    Mar 1, 2023
  179. Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection
    arxiv-2303.13194 Direct Thin Ready implementation starting point
    Mar 1, 2023
  180. CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X
    arxiv-2303.17568 Sparse Thin Ready implementation starting point
    Mar 1, 2023
  181. Understanding the Role of the Projector in Knowledge Distillation
    arxiv-2303.11098 Sparse Thin Ready implementation starting point
    Mar 1, 2023
  182. Mar 1, 2023
  183. Reflexion: Language Agents with Verbal Reinforcement Learning
    arxiv-2303.11366 Direct Thin Ready implementation starting point
    Mar 1, 2023
  184. Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
    arxiv-2303.06628 Sparse Thin Ready implementation starting point
    Mar 1, 2023
  185. Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
    arxiv-2303.03307 Sparse Thin Ready implementation starting point
    Mar 1, 2023
  186. Mar 1, 2023
  187. Efficient Feature Distillation for Zero-shot Annotation Object Detection
    arxiv-2303.12145 Sparse Thin Ready implementation starting point
    Mar 1, 2023
  188. Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
    doi-10.48550_arxiv.2302.02662 Sparse Thin Ready implementation starting point
    Feb 6, 2023
  189. DREAM: Efficient Dataset Distillation by Representative Matching
    arxiv-2302.14416 Sparse Thin Ready implementation starting point
    Feb 1, 2023
  190. Feb 1, 2023
  191. Multimodal Chain-of-Thought Reasoning in Language Models
    arxiv-2302.00923 Curated Related Thin Ready implementation starting point
    Feb 1, 2023
  192. Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering
    arxiv-2302.05963 Sparse Thin Ready implementation starting point
    Feb 1, 2023
  193. Multimodal Recommender Systems: A Survey
    arxiv-2302.03883 Direct Thin Ready implementation starting point
    Feb 1, 2023
  194. Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning
    arxiv-2302.00521 Direct Thin Ready implementation starting point
    Feb 1, 2023
  195. Feb 1, 2023
  196. Feb 1, 2023
  197. Byte Pair Encoding for Symbolic Music
    arxiv-2301.11975 Direct Thin Ready implementation starting point
    Jan 1, 2023
  198. Mastering Diverse Domains through World Models
    arxiv-2301.04104 Direct Thin Ready implementation starting point
    Jan 1, 2023
  199. Jan 1, 2023
  200. High-Performance and Scalable Agent-Based Simulation with BioDynaMo
    arxiv-2301.06984 Direct Thin Ready implementation starting point
    Jan 1, 2023
  201. Grounding Language Models to Images for Multimodal Inputs and Outputs
    arxiv-2301.13823 Sparse Thin Ready implementation starting point
    Jan 1, 2023
  202. CodeScore: Evaluating Code Generation by Learning Code Execution
    arxiv-2301.09043 Sparse Thin Ready implementation starting point
    Jan 1, 2023
  203. Jan 1, 2023
  204. Specializing Smaller Language Models towards Multi-Step Reasoning
    arxiv-2301.12726 Sparse Thin Ready implementation starting point
    Jan 1, 2023
  205. Graph Matching with Bi-level Noisy Correspondence
    arxiv-2212.04085 Direct Thin Ready implementation starting point
    Dec 8, 2022
  206. Dec 1, 2022
  207. Dec 1, 2022
  208. ReCode: Robustness Evaluation of Code Generation Models
    arxiv-2212.10264 Sparse Thin Ready implementation starting point
    Dec 1, 2022
  209. Reasoning with Language Model Prompting: A Survey
    arxiv-2212.09597 Direct Thin Ready implementation starting point
    Dec 1, 2022
  210. UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
    arxiv-2212.02746 Sparse Thin Ready implementation starting point
    Dec 1, 2022
  211. Dec 1, 2022
  212. Emergent Analogical Reasoning in Large Language Models
    arxiv-2212.09196 Direct Thin Ready implementation starting point
    Dec 1, 2022
  213. Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning
    arxiv-2212.00259 Direct Thin Ready implementation starting point
    Dec 1, 2022
  214. Accelerating Dataset Distillation via Model Augmentation
    arxiv-2212.06152 Sparse Thin Ready implementation starting point
    Dec 1, 2022
  215. Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework
    arxiv-2212.10097 Sparse Thin Ready implementation starting point
    Dec 1, 2022
  216. APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning
    arxiv-2212.07249 Sparse Thin Ready implementation starting point
    Dec 1, 2022
  217. Dec 1, 2022
  218. Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks
    arxiv-2211.09808 Direct Thin Ready implementation starting point
    Nov 1, 2022
  219. Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory
    arxiv-2211.10586 Sparse Thin Ready implementation starting point
    Nov 1, 2022
  220. CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
    arxiv-2211.13977 Curated Related Thin Ready implementation starting point
    Nov 1, 2022
  221. DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
    arxiv-2211.11501 Direct Thin Ready implementation starting point
    Nov 1, 2022
  222. Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
    arxiv-2211.02127 Direct Thin Ready implementation starting point
    Nov 1, 2022
  223. SuS-X: Training-Free Name-Only Transfer of Vision-Language Models
    arxiv-2211.16198 Sparse Thin Ready implementation starting point
    Nov 1, 2022
  224. Deep Learning in Single-Cell Analysis
    arxiv-2210.12385 Direct Thin Ready implementation starting point
    Oct 22, 2022
  225. Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks
    arxiv-2210.13014 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  226. Multi-lingual Evaluation of Code Generation Models
    arxiv-2210.14868 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  227. Efficient Dataset Distillation Using Random Feature Approximation
    arxiv-2210.12067 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  228. Character-Centric Story Visualization via Visual Planning and Token Alignment
    arxiv-2210.08465 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  229. Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
    arxiv-2210.12338 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  230. Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation
    arxiv-2210.03953 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  231. Oct 1, 2022
  232. Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding
    arxiv-2210.06444 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  233. Multimodal Analogical Reasoning over Knowledge Graphs
    arxiv-2210.00312 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  234. VIMA: General Robot Manipulation with Multimodal Prompts
    arxiv-2210.03094 Sparse Thin Ready implementation starting point
    Oct 1, 2022
  235. EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations
    arxiv-2209.13064 Sparse Thin Ready implementation starting point
    Sep 26, 2022
  236. Sep 12, 2022
  237. Aug 1, 2022
  238. Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
    arxiv-2208.10442 Direct Thin Ready implementation starting point
    Aug 1, 2022
  239. CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
    arxiv-2207.01780 Direct Thin Ready implementation starting point
    Jul 1, 2022
  240. Unsupervised Manifold Alignment with Joint Multidimensional Scaling
    arxiv-2207.02968 Sparse Thin Ready implementation starting point
    Jul 1, 2022
  241. PLM-ICD: Automatic ICD Coding with Pretrained Language Models
    arxiv-2207.05289 Sparse Thin Ready implementation starting point
    Jul 1, 2022
  242. Revisiting Classifier: Transferring Vision-Language Models for Video Recognition
    arxiv-2207.01297 Sparse Thin Ready implementation starting point
    Jul 1, 2022
  243. Towards Representation Alignment and Uniformity in Collaborative Filtering
    arxiv-2206.12811 Sparse Thin Ready implementation starting point
    Jun 1, 2022
  244. MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
    arxiv-2206.08853 Sparse Thin Ready implementation starting point
    Jun 1, 2022
  245. Luminance-Guided Chrominance Image Enhancement for HEVC Intra Coding
    arxiv-2206.05432 Sparse Thin Ready implementation starting point
    Jun 1, 2022
  246. Visual Spatial Reasoning
    arxiv-2205.00363 Curated Related Thin Ready implementation starting point
    May 1, 2022
  247. Multimodal Masked Autoencoders Learn Transferable Representations
    arxiv-2205.14204 Direct Thin Ready implementation starting point
    May 1, 2022
  248. Knowledge Distillation from A Stronger Teacher
    arxiv-2205.10536 Sparse Thin Ready implementation starting point
    May 1, 2022
  249. M-SENA: An Integrated Platform for Multimodal Sentiment Analysis
    arxiv-2203.12441 Direct Thin Ready implementation starting point
    Mar 23, 2022
  250. Balanced Multimodal Learning via On-the-fly Gradient Modulation
    arxiv-2203.15332 Direct Thin Ready implementation starting point
    Mar 1, 2022
  251. Fine-Grained Object Classification via Self-Supervised Pose Alignment
    arxiv-2203.15987 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  252. Competition-Level Code Generation with AlphaCode
    arxiv-2203.07814 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  253. Embedded Code Generation with CVXPY
    arxiv-2203.11419 Direct Thin Ready implementation starting point
    Mar 1, 2022
  254. MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning
    arxiv-2203.03137 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  255. Mar 1, 2022
  256. On Vision Features in Multimodal Machine Translation
    arxiv-2203.09173 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  257. DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization
    arxiv-2203.11239 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  258. Expressive Talking Head Video Encoding in StyleGAN2 Latent-Space
    arxiv-2203.14512 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  259. Improved decoding of circuit noise and fragile boundaries of tailored surface codes
    arxiv-2203.04948 Direct Thin Ready implementation starting point
    Mar 1, 2022
  260. DR.VIC: Decomposition and Reasoning for Video Individual Counting
    arxiv-2203.12335 Sparse Thin Ready implementation starting point
    Mar 1, 2022
  261. DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following
    arxiv-2202.13330 Sparse Thin Ready implementation starting point
    Feb 1, 2022
  262. MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset
    arxiv-2202.11684 Sparse Thin Ready implementation starting point
    Feb 1, 2022
  263. HCSC: Hierarchical Contrastive Selective Coding
    arxiv-2202.00455 Sparse Thin Ready implementation starting point
    Feb 1, 2022
  264. TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation
    arxiv-2202.13393 Direct Thin Ready implementation starting point
    Feb 1, 2022
  265. DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models
    arxiv-2202.04053 Direct Thin Ready implementation starting point
    Feb 1, 2022
  266. Anomaly Detection via Reverse Distillation from One-Class Embedding
    arxiv-2201.10703 Sparse Thin Ready implementation starting point
    Jan 1, 2022
  267. Jan 1, 2022
  268. Jan 1, 2022
  269. A Fast Knowledge Distillation Framework for Visual Recognition
    arxiv-2112.01528 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  270. Up to 100$\times$ Faster Data-free Knowledge Distillation
    arxiv-2112.06253 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  271. Dec 1, 2021
  272. EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines
    arxiv-2112.07493 Direct Thin Ready implementation starting point
    Dec 1, 2021
  273. TempoQR: Temporal Question Reasoning over Knowledge Graphs
    arxiv-2112.05785 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  274. End-to-End Referring Video Object Segmentation with Multimodal Transformers
    arxiv-2111.14821 Curated Related Thin Ready implementation starting point
    Nov 1, 2021
  275. Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data
    arxiv-2110.15094 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  276. Coarse-to-Fine Reasoning for Visual Question Answering
    arxiv-2110.02526 Direct Thin Ready implementation starting point
    Oct 1, 2021
  277. Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss
    arxiv-2109.04290 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  278. Sep 1, 2021
  279. ReaSCAN: Compositional Reasoning in Language Grounding
    arxiv-2109.08994 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  280. CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge
    arxiv-2109.01653 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  281. Learning to Prompt for Vision-Language Models
    arxiv-2109.01134 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  282. Multi-Scale Aligned Distillation for Low-Resolution Detection
    arxiv-2109.06875 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  283. Retrieval Augmented Code Generation and Summarization
    arxiv-2108.11601 Direct Thin Ready implementation starting point
    Aug 1, 2021
  284. End-to-End Dense Video Captioning with Parallel Decoding
    arxiv-2108.07781 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  285. Knowledge Graph Reasoning with Relational Digraph
    arxiv-2108.06040 Direct Thin Ready implementation starting point
    Aug 1, 2021
  286. Bi-level Feature Alignment for Versatile Image Translation and Manipulation
    arxiv-2107.03021 Sparse Thin Ready implementation starting point
    Jul 1, 2021
  287. Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis
    arxiv-2107.13669 Sparse Thin Ready implementation starting point
    Jul 1, 2021
  288. Jun 24, 2021
  289. Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery
    arxiv-2106.02190 Sparse Thin Ready implementation starting point
    Jun 4, 2021
  290. Alignment and Comparison of Directed Networks via Transition Couplings of Random Walks
    arxiv-2106.07106 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  291. Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics
    arxiv-2106.02749 Direct Thin Ready implementation starting point
    Jun 1, 2021
  292. Reliable Adversarial Distillation with Unreliable Teachers
    arxiv-2106.04928 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  293. Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding
    arxiv-2106.00750 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  294. Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
    arxiv-2106.03097 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  295. Matrix Encoding Networks for Neural Combinatorial Optimization
    arxiv-2106.11113 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  296. Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning
    arxiv-2105.10203 Sparse Thin Ready implementation starting point
    May 1, 2021
  297. LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment
    arxiv-2105.06224 Direct Thin Ready implementation starting point
    May 1, 2021
  298. A multimodal deep learning framework for scalable content based visual media retrieval
    arxiv-2105.08665 Sparse Thin Ready implementation starting point
    May 1, 2021
  299. Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
    arxiv-2105.03659 Sparse Thin Ready implementation starting point
    May 1, 2021
  300. Boosting Light-Weight Depth Estimation Via Knowledge Distillation
    arxiv-2105.06143 Sparse Thin Ready implementation starting point
    May 1, 2021
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