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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
LiT: Unifying LiDAR "Languages" with LiDAR Translator NIPS 2024
Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024
Tell Me What Is Good about This Property: Leveraging Reviews for Segment-Personalized Image Collection Summarization AAAI 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
Extending Multi-modal Contrastive Representations NIPS 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NIPS 2024
Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching AAAI 2024
Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers NIPS 2024
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NIPS 2024
Stitching Segments and Sentences towards Generalization in Video-Text Pre-training AAAI 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 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
Decouple Content and Motion for Conditional Image-to-Video Generation AAAI 2024
TF-CLIP: Learning Text-Free CLIP for Video-Based Person Re-identification AAAI 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
Generative-Based Fusion Mechanism for Multi-Modal Tracking AAAI 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NIPS 2024