Self-Supervised Learning

CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR Interspeech 2022 CVF-SID: Cyclic Multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise From Image CVPR 2022 CycleGAN-based Unpaired Speech Dereverberation Interspeech 2022 CyCLIP: Cyclic Contrastive Language-Image Pretraining NeurIPS 2022 D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video NeurIPS 2022 DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NeurIPS 2022 DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation NeurIPS 2022 Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NeurIPS 2022 DARE: Disentanglement-Augmented Rationale Extraction NeurIPS 2022 data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language ICML 2022 Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022 Data Augmentation as Feature Manipulation ICML 2022 Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NeurIPS 2022 Data augmentation for efficient learning from parametric experts NeurIPS 2022 Data Augmentation for Low-Resource Dialogue Summarization NAACL 2022 DATA: Domain-Aware and Task-Aware Self-Supervised Learning CVPR 2022 Data-Efficient Graph Grammar Learning for Molecular Generation ICLR 2022 Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022 Dataset Inference for Self-Supervised Models NeurIPS 2022 Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022 D-CODE: Discovering Closed-form ODEs from Observed Trajectories ICLR 2022 DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores Interspeech 2022 Decentralized Unsupervised Learning of Visual Representations IJCAI 2022 Decompose the Sounds and Pixels, Recompose the Events AAAI 2022 Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022