representation learning

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 Representation Learning with Stochastic Frame Prediction ICML 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024 ViT-Lens: Towards Omni-modal Representations CVPR 2024 VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation AAAI 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024 Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024 What Happens to a Dataset Transformed by a Projection-based Concept Removal Method? COLING 2024 What Has LeBenchmark Learnt about French Syntax? COLING 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024 What Makes Language Models Good-enough? ACL 2024 What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024 What's in a Prior? Learned Proximal Networks for Inverse Problems ICLR 2024 What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NeurIPS 2024 What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024 When does perceptual alignment benefit vision representations? NeurIPS 2024 When is an Embedding Model More Promising than Another? NeurIPS 2024 Whister: Using Whisper’s representations for Stuttering detection Interspeech 2024 White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024 WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024 WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer ICML 2024 XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024 You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NeurIPS 2024