representation learning

Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning IJCAI 2022 Hyperbolic Vision Transformers: Combining Improvements in Metric Learning CVPR 2022 Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022 IDANI: Inference-time Domain Adaptation via Neuron-level Interventions NAACL 2022 IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022 Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects AISTATS 2022 Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials NeurIPS 2022 If you’ve trained one you’ve trained them all: inter-architecture similarity increases with robustness UAI 2022 Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022 Imbalance Trouble: Revisiting Neural-Collapse Geometry NeurIPS 2022 Impairment Representation Learning for Speech Quality Assessment Interspeech 2022 Improved Algorithms for Neural Active Learning NeurIPS 2022 Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions NeurIPS 2022 Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022 Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Intrinsic Exploration with Language Abstractions NeurIPS 2022 Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022 Improving Policy Learning via Language Dynamics Distillation NeurIPS 2022 Improving Self-Supervised Learning by Characterizing Idealized Representations NeurIPS 2022 Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks Interspeech 2022 Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022 Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022