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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More CVPR 2024
Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching AAAI 2024
VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding CVPR 2024
Semantic-Aware Video Representation for Few-Shot Action Recognition WACV 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach CVPR 2024
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding AAAI 2024
Prompt-Driven Referring Image Segmentation with Instance Contrasting CVPR 2024
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes WACV 2024
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
LiT: Unifying LiDAR "Languages" with LiDAR Translator NIPS 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
Extending Multi-modal Contrastive Representations NIPS 2024
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024
Enhancing Neural Radiance Fields with Adaptive Multi-Exposure Fusion: A Bilevel Optimization Approach for Novel View Synthesis AAAI 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NIPS 2024
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers NIPS 2024
CoPL: Contextual Prompt Learning for Vision-Language Understanding AAAI 2024
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NIPS 2024
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model NIPS 2024
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2) NIPS 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NIPS 2024