Self-Supervised Learning

Visual Coherence Loss for Coherent and Visually Grounded Story Generation ACL 2023 Visually grounded few-shot word acquisition with fewer shots Interspeech 2023 ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations MIDL 2023 ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer EMNLP 2023 VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching ICCV 2023 VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision CVPR 2023 VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023 Von Mises Mixture Distributions for Molecular Conformation Generation ICML 2023 VoxDet: Voxel Learning for Novel Instance Detection NeurIPS 2023 Waypoint-Based Imitation Learning for Robotic Manipulation CoRL 2023 Weakly-Guided Self-Supervised Pretraining for Temporal Activity Detection AAAI 2023 Weakly Supervised Learning of Semantic Correspondence through Cascaded Online Correspondence Refinement ICCV 2023 Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition Interspeech 2023 Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training CVPR 2023 Weighted Ensemble Self-Supervised Learning ICLR 2023 Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023 Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games ACL 2023 What are differences? Comparing DNN and Human by Their Performance and Characteristics in Speaker Age Estimation Interspeech 2023 What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model Interspeech 2023 What does CLIP know about a red circle? Visual prompt engineering for VLMs ICCV 2023 What do Humor Classifiers Learn? An Attempt to Explain Humor Recognition Models EACL 2023 What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers Interspeech 2023 What Do Self-Supervised Vision Transformers Learn? ICLR 2023 What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study EMNLP 2023 What Makes Good Examples for Visual In-Context Learning? NeurIPS 2023