Self-Supervised Learning

Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework CVPR 2022 Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning ICML 2022 Face Relighting With Geometrically Consistent Shadows CVPR 2022 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022 Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation WACV 2022 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022 Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022 FAM: Visual Explanations for the Feature Representations From Deep Convolutional Networks CVPR 2022 FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition Interspeech 2022 Federated Domain Adaptation for ASR with Full Self-Supervision Interspeech 2022 Federated Self-supervised Speech Representations: Are We There Yet? Interspeech 2022 Feeding What You Need by Understanding What You Learned ACL 2022 FeLMi : Few shot Learning with hard Mixup NeurIPS 2022 Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts EMNLP 2022 Few-Shot Font Generation by Learning Fine-Grained Local Styles CVPR 2022 Few-Shot Non-Parametric Learning with Deep Latent Variable Model NeurIPS 2022 Few-shot Relational Reasoning via Connection Subgraph Pretraining NeurIPS 2022 Field Extraction from Forms with Unlabeled Data ACL 2022 Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) EMNLP 2022 FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation EMNLP 2022 Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning EMNLP 2022 Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022 Fine-grained Image Captioning with CLIP Reward NAACL 2022 Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning EMNLP 2022 Fine-grained Noise Control for Multispeaker Speech Synthesis Interspeech 2022