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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024
SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation EMNLP 2024
DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination EMNLP 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024
TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering EMNLP 2024
Towards Robust Speech Representation Learning for Thousands of Languages EMNLP 2024
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning AAAI 2024
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention CVPR 2024
CLiC: Concept Learning in Context CVPR 2024
Self-Powered LLM Modality Expansion for Large Speech-Text Models EMNLP 2024
Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering AAAI 2024
Diff-BGM: A Diffusion Model for Video Background Music Generation CVPR 2024
A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024
VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline CVPR 2024
Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024
Cycle-Consistency Learning for Captioning and Grounding AAAI 2024
Text2Loc: 3D Point Cloud Localization from Natural Language CVPR 2024
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024
Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video AAAI 2024