Representation Learning

VAREN: Very Accurate and Realistic Equine Network CVPR 2024 Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data ICLR 2024 Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024 Varying Sentence Representations via Condition-Specified Routers EMNLP 2024 VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning IJCAI 2024 VicTR: Video-conditioned Text Representations for Activity Recognition CVPR 2024 Vid2Robot: End-to-end Video-conditioned Policy Learning with Cross-Attention Transformers RSS 2024 VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024 Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024 Video-LLaVA: Learning United Visual Representation by Alignment Before Projection EMNLP 2024 VideoTetris: Towards Compositional Text-to-Video Generation NeurIPS 2024 VidLA: Video-Language Alignment at Scale CVPR 2024 View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning CVPR 2024 Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation ICLR 2024 ViP: A Differentially Private Foundation Model for Computer Vision ICML 2024 Vision-Language Dual-Pattern Matching for Out-of-Distribution Detection ECCV 2024 Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning NeurIPS 2024 Visual Abstract Reasoning in Computational Imagery AAAI 2024 Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models CVPR 2024 Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization NAACL 2024 Visual Grounding Helps Learn Word Meanings in Low-Data Regimes NAACL 2024 Visualising Changes in Semantic Neighbourhoods of English Noun Compounds over Time EMNLP 2024 Visual Pinwheel Centers Act as Geometric Saliency Detectors NeurIPS 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions ICML 2024