Representation Learning

Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae AAAI 2022 Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction IJCAI 2022 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NeurIPS 2022 Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022 Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022 Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022 ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022 C3-STISR: Scene Text Image Super-resolution with Triple Clues IJCAI 2022 CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022 CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis Interspeech 2022 CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications EMNLP 2022 Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? EMNLP 2022 Can Functional Transfer Methods Capture Simple Inductive Biases? AISTATS 2022 Can language models learn from explanations in context? EMNLP 2022 Can Transformers Process Recursive Nested Constructions, Like Humans? COLING 2022 Can we Generalize and Distribute Private Representation Learning? AISTATS 2022 Capturing actionable dynamics with structured latent ordinary differential equations UAI 2022 Capturing Conversational Interaction for Question Answering via Global History Reasoning NAACL 2022 Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022 Capturing the Content of a Document through Complex Event Identification NAACL 2022 CASA: Category-agnostic Skeletal Animal Reconstruction NeurIPS 2022 Case-based off-policy evaluation using prototype learning UAI 2022 Categorizing Semantic Representations for Neural Machine Translation COLING 2022 Category-Aware Transformer Network for Better Human-Object Interaction Detection CVPR 2022 Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022