Representation Learning

VIRDO++: Real-World, Visuo-tactile Dynamics and Perception of Deformable Objects CoRL 2022 VIRT: Improving Representation-based Text Matching via Virtual Interaction EMNLP 2022 Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022 Vision-and-Language Pretrained Models: A Survey IJCAI 2022 Vision-based System Identification and 3D Keypoint Discovery using Dynamics Constraints L4DC 2022 Visual Attention Emerges from Recurrent Sparse Reconstruction ICML 2022 Visual Concepts Tokenization NeurIPS 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 Visualisation Methods for Diachronic Semantic Shift COLING 2022 Visualising Model Training via Vowel Space for Text-To-Speech Systems Interspeech 2022 Visualizing Paired Image Similarity in Transformer Networks WACV 2022 Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022 Visually-aware Acoustic Event Detection using Heterogeneous Graphs Interspeech 2022 Visually Grounded Interpretation of Noun-Noun Compounds in English ACL 2022 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain ICLR 2022 Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022 Visual Similarity Attention IJCAI 2022 Visual Sound Localization in the Wild by Cross-Modal Interference Erasing AAAI 2022 Visuo-Tactile Transformers for Manipulation CoRL 2022 VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NeurIPS 2022 Vocal-Tract Area Functions with Articulatory Reality for Tract Opening Interspeech 2022 Voice2Alliance: Automatic Speaker Diarization and Quality Assurance of Conversational Alignment Interspeech 2022 VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration Interspeech 2022 Voronoi density estimator for high-dimensional data: Computation, compactification and convergence UAI 2022 VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022