Self-Supervised Learning

Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case ICLR 2023 Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023 Towards Open-World Segmentation of Parts CVPR 2023 Towards Physically Reliable Molecular Representation Learning UAI 2023 Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio Interspeech 2023 Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ACL 2023 Towards Self-Interpretable Graph-Level Anomaly Detection NeurIPS 2023 Towards the Generalization of Contrastive Self-Supervised Learning ICLR 2023 Towards Understanding and Improving GFlowNet Training ICML 2023 Towards Understanding and Reducing Graph Structural Noise for GNNs ICML 2023 Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters ACL 2023 Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks ICLR 2023 Tracing Linguistic Markers of Influence in a Large Online Organisation ACL 2023 Tracking Must Go On : Dialogue State Tracking with Verified Self-Training Interspeech 2023 Trained on 100 million words and still in shape: BERT meets British National Corpus EACL 2023 Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation WACV 2023 Training Transitive and Commutative Multimodal Transformers with LoReTTa NeurIPS 2023 Train/Test-Time Adaptation With Retrieval CVPR 2023 Trajectory Unified Transformer for Pedestrian Trajectory Prediction ICCV 2023 Traj-MAE: Masked Autoencoders for Trajectory Prediction ICCV 2023 TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition ACL 2023 Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity NeurIPS 2023 Transformers Learn In-Context by Gradient Descent ICML 2023 TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition Interspeech 2023 Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023