Representation Learning

Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NeurIPS 2022 Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022 Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns? COLING 2022 Do Learned Representations Respect Causal Relationships? CVPR 2022 Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022 Domain Generalization by Learning and Removing Domain-specific Features NeurIPS 2022 Domain Generalization through the Lens of Angular Invariance IJCAI 2022 Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022 Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation AACL 2022 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NeurIPS 2022 Do More Negative Samples Necessarily Hurt In Contrastive Learning? ICML 2022 Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs ICLR 2022 Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change ACL 2022 Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation EMNLP 2022 Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022 Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022 DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem ACL 2022 Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022 Do Trajectories Encode Verb Meaning? NAACL 2022 Down and Across: Introducing Crossword-Solving as a New NLP Benchmark ACL 2022 Dropout as a Regularizer of Interaction Effects AISTATS 2022 Drop the GAN: In Defense of Patches Nearest Neighbors As Single Image Generative Models CVPR 2022 DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning Interspeech 2022 drsphelps at SemEval-2022 Task 2: Learning idiom representations using BERTRAM SemEval 2022 Dual Attention Networks for Few-Shot Fine-Grained Recognition AAAI 2022