CompCap: Improving Multimodal Large Language Models with Composite Captions
Paper
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2412.05243
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Published
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18
Interest
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LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment
Paper • 2412.04814 • Published • 45 -
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
Paper • 2412.05237 • Published • 47 -
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models
Paper • 2412.05939 • Published • 14 -
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 • 16 -
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 • 4 -
OLA-VLM: Elevating Visual Perception in Multimodal LLMs with Auxiliary Embedding Distillation
Paper • 2412.09585 • Published • 10 -
Multimodal Latent Language Modeling with Next-Token Diffusion
Paper • 2412.08635 • Published • 42 -
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Paper • 2412.08737 • Published • 52 -
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
Paper • 2412.09596 • Published • 92 -
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
Paper • 2412.02186 • Published • 22 -
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
Paper • 2412.17739 • Published • 39 -
Large Concept Models: Language Modeling in a Sentence Representation Space
Paper • 2412.08821 • Published • 13