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Collections including paper arxiv:2505.19084

Multimodal Reasoning

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning

Paper • 2502.11573 • Published Feb 17, 2025 • 9
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4, 2025 • 22
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17, 2025 • 9
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39

Diffusion Model Control

Control Methods for Diffusion and Score Models

LoRACLR: Contrastive Adaptation for Customization of Diffusion Models

Paper • 2412.09622 • Published Dec 12, 2024 • 8
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

Paper • 2412.04146 • Published Dec 5, 2024 • 23
Learning Flow Fields in Attention for Controllable Person Image Generation

Paper • 2412.08486 • Published Dec 11, 2024 • 36
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

Paper • 2412.05148 • Published Dec 6, 2024 • 12

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
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

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15, 2025 • 16
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24, 2024 • 17
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 55
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27, 2024 • 34

Multimodal Reasoning

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning

Paper • 2502.11573 • Published Feb 17, 2025 • 9
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4, 2025 • 22
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17, 2025 • 9
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15, 2025 • 16
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158

Diffusion Model Control

Control Methods for Diffusion and Score Models

LoRACLR: Contrastive Adaptation for Customization of Diffusion Models

Paper • 2412.09622 • Published Dec 12, 2024 • 8
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

Paper • 2412.04146 • Published Dec 5, 2024 • 23
Learning Flow Fields in Attention for Controllable Person Image Generation

Paper • 2412.08486 • Published Dec 11, 2024 • 36
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

Paper • 2412.05148 • Published Dec 6, 2024 • 12

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24, 2024 • 17
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 55
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27, 2024 • 34

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
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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