Representation Learning

Algorithms for the Communication of Samples ICML 2022 Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification CVPR 2022 AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022 Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022 Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022 All Information is Valuable: Question Matching over Full Information Transmission Network NAACL 2022 All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval WACV 2022 ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network JMLR 2022 A Lower Bound of Hash Codes' Performance NeurIPS 2022 Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022 A Minimal Model for Compositional Generalization on gSCAN EMNLP 2022 A Model-Agnostic Randomized Learning Framework based on Random Hypothesis Subspace Sampling ICML 2022 Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models AAAI 2022 Amortized Inference for Causal Structure Learning NeurIPS 2022 Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design ICLR 2022 AMRTVSumm: AMR-augmented Hierarchical Network for TV Transcript Summarization COLING 2022 A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition Interspeech 2022 A Multimodal Strategy for Singing Language Identification Interspeech 2022 A mutually exciting latent space Hawkes process model for continuous-time networks UAI 2022 An Alignment-based Approach to Text Segmentation Similarity Scoring CoNLL 2022 Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022 Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation AISTATS 2022 Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems Interspeech 2022 Analyzing Encoded Concepts in Transformer Language Models NAACL 2022 Analyzing Gender Representation in Multilingual Models ACL 2022