Self-Supervised Learning

Investigating the Role of Negatives in Contrastive Representation Learning AISTATS 2022 Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022 Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition Interspeech 2022 ISNet: Shape Matters for Infrared Small Target Detection CVPR 2022 Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations NeurIPS 2022 IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo CVPR 2022 It's Time for Artistic Correspondence in Music and Video CVPR 2022 Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion Interspeech 2022 JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions SemEval 2022 Joint Encoder-Decoder Self-Supervised Pre-training for ASR Interspeech 2022 JRDB-Act: A Large-Scale Dataset for Spatio-Temporal Action, Social Group and Activity Detection CVPR 2022 Karaoker: Alignment-free singing voice synthesis with speech training data Interspeech 2022 KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022 KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-training AAAI 2022 Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022 Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022 Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots NAACL 2022 Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations ICML 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022 KOJAK: A New Corpus for Studying German Discourse Particle ja COLING 2022 KPDROP: Improving Absent Keyphrase Generation EMNLP 2022 KUL@SMM4H’22: Template Augmented Adaptive Pre-training for Tweet Classification COLING 2022 K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables Interspeech 2022 L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis Interspeech 2022