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Collections including paper arxiv:2505.10046

May 2025 - Top Papers

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29 • 72
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures

Paper • 2505.09343 • Published May 14 • 72
LLMs for Engineering: Teaching Models to Design High Powered Rockets

Paper • 2504.19394 • Published Apr 27 • 14
Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions

Paper • 2504.19056 • Published Apr 27 • 18

Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis

Paper • 2505.10046 • Published May 15 • 9
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding

Paper • 2506.16035 • Published Jun 19 • 88
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1 • 238
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers

Paper • 2507.10787 • Published Jul 14 • 12

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 28
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 41
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

PointArena: Probing Multimodal Grounding Through Language-Guided Pointing

Paper • 2505.09990 • Published May 15 • 12
Style Customization of Text-to-Vector Generation with Image Diffusion Priors

Paper • 2505.10558 • Published May 15 • 15
Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis

Paper • 2505.10046 • Published May 15 • 9
X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real

Paper • 2505.07096 • Published May 11 • 5

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14 • 85

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

May 2025 - Top Papers

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29 • 72
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures

Paper • 2505.09343 • Published May 14 • 72
LLMs for Engineering: Teaching Models to Design High Powered Rockets

Paper • 2504.19394 • Published Apr 27 • 14
Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions

Paper • 2504.19056 • Published Apr 27 • 18

PointArena: Probing Multimodal Grounding Through Language-Guided Pointing

Paper • 2505.09990 • Published May 15 • 12
Style Customization of Text-to-Vector Generation with Image Diffusion Priors

Paper • 2505.10558 • Published May 15 • 15
Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis

Paper • 2505.10046 • Published May 15 • 9
X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real

Paper • 2505.07096 • Published May 11 • 5

Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis

Paper • 2505.10046 • Published May 15 • 9
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding

Paper • 2506.16035 • Published Jun 19 • 88
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1 • 238
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers

Paper • 2507.10787 • Published Jul 14 • 12

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14 • 85

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 28
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 41
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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