Representation Learning

Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations ICML 2023 AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity NeurIPS 2023 A Message Passing Perspective on Learning Dynamics of Contrastive Learning ICLR 2023 A Metadata-Driven Approach to Understand Graph Neural Networks NeurIPS 2023 AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023 Amortised Invariance Learning for Contrastive Self-Supervision ICLR 2023 AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite EMNLP 2023 AMR Parsing with Causal Hierarchical Attention and Pointers EMNLP 2023 A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023 A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram IJCAI 2023 An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity CVPR 2023 Analysis of Master Vein Attacks on Finger Vein Recognition Systems WACV 2023 Analysis of Style-Shifting on Social Media: Using Neural Language Model Conditioned by Social Meanings EMNLP 2023 Analyzing Film Adaptation through Narrative Alignment EMNLP 2023 Analyzing Text Representations by Measuring Task Alignment ACL 2023 Ancestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning WACV 2023 Anchors in Embedding Space: A Simple Concept Tracking Approach to Support Conceptual History Research EMNLP 2023 An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023 An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023 An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations IJCAI 2023 An Ensembled Encoder-Decoder System for Interlinear Glossed Text ACL 2023 A Neural CRF-based Hierarchical Approach for Linear Text Segmentation EACL 2023 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 A New Modeling Framework for Continuous, Sequential Domains AISTATS 2023 An extension of disentanglement metrics and its application to voice Interspeech 2023