Self-Supervised Learning

Unsupervised Sounding Pixel Learning EMNLP 2023 Unsupervised visualization of image datasets using contrastive learning ICLR 2023 Unsupervised Volumetric Animation CVPR 2023 USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network AAAI 2023 Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023 Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements NeurIPS 2023 Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023 Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023 Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023 ViP3D: End-to-End Visual Trajectory Prediction via 3D Agent Queries CVPR 2023 VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training ICLR 2023 Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023 Visual Coherence Loss for Coherent and Visually Grounded Story Generation ACL 2023 Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images CVPR 2023 ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer EMNLP 2023 VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision CVPR 2023 Voice Conversion With Just Nearest Neighbors Interspeech 2023 wav2vec 2.0 ASR for Cantonese-Speaking Older Adults in a Clinical Setting Interspeech 2023 Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023 What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model Interspeech 2023 What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers Interspeech 2023 What is the best recipe for character-level encoder-only modelling? ACL 2023 Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023 xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark EMNLP 2023