Self-Supervised Learning

MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022 Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract) AAAI 2022 MMNet: Muscle Motion-Guided Network for Micro-Expression Recognition IJCAI 2022 MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation CVPR 2022 Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval EMNLP 2022 MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition AAAI 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion AAAI 2022 MOVE: Unsupervised Movable Object Segmentation and Detection NeurIPS 2022 MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction NeurIPS 2022 Multi-Frame Self-Supervised Depth With Transformers CVPR 2022 Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages ACL 2022 Multi-Modal Alignment Using Representation Codebook CVPR 2022 Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022 Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022 Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022 Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022 Neural Prior for Trajectory Estimation CVPR 2022 Neural Reflectance for Shape Recovery With Shadow Handling CVPR 2022 Neural Shape Mating: Self-Supervised Object Assembly With Adversarial Shape Priors CVPR 2022 NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022 Object Permanence Emerges in a Random Walk along Memory ICML 2022 Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation NeurIPS 2022