CompCap: Improving Multimodal Large Language Models with Composite Captions
Paper
• 2412.05243 • Published
• 20
Interest
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LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment
Paper • 2412.04814 • Published • 46 -
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
Paper • 2412.05237 • Published • 46 -
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models
Paper • 2412.05939 • Published • 15 -
Chimera: Improving Generalist Model with Domain-Specific Experts
Paper • 2412.05983 • Published • 9 -
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance
Paper • 2412.06673 • Published • 11 -
Video Motion Transfer with Diffusion Transformers
Paper • 2412.07776 • Published • 17 -
Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Paper • 2412.03548 • Published • 17 -
Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation
Paper • 2412.07334 • Published • 17 -
StreamChat: Chatting with Streaming Video
Paper • 2412.08646 • Published • 18 -
SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts
Paper • 2412.05552 • Published • 6 -
OLA-VLM: Elevating Visual Perception in Multimodal LLMs with Auxiliary Embedding Distillation
Paper • 2412.09585 • Published • 11 -
Multimodal Latent Language Modeling with Next-Token Diffusion
Paper • 2412.08635 • Published • 49 -
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Paper • 2412.08737 • Published • 54 -
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
Paper • 2412.09596 • Published • 97 -
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
Paper • 2412.02186 • Published • 23 -
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
Paper • 2412.17739 • Published • 41 -
Large Concept Models: Language Modeling in a Sentence Representation Space
Paper • 2412.08821 • Published • 17 -
The GAN is dead; long live the GAN! A Modern GAN Baseline
Paper • 2501.05441 • Published • 95 -
Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding
Paper • 2501.07888 • Published • 15 -
Temporal Preference Optimization for Long-Form Video Understanding
Paper • 2501.13919 • Published • 23 -
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Paper • 2501.13106 • Published • 90 -
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Paper • 2501.10120 • Published • 54 -
PokerBench: Training Large Language Models to become Professional Poker Players
Paper • 2501.08328 • Published • 19 -
MiniMax-01: Scaling Foundation Models with Lightning Attention
Paper • 2501.08313 • Published • 300 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper • 2501.09732 • Published • 72 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 115 -
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos
Paper • 2501.09781 • Published • 27 -
Transformers without Normalization
Paper • 2503.10622 • Published • 170 -
Towards Understanding Camera Motions in Any Video
Paper • 2504.15376 • Published • 155