Representation Learning

Imbalanced Label Distribution Learning AAAI 2023 I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023 Impact of Co-occurrence on Factual Knowledge of Large Language Models EMNLP 2023 ImpDet: Exploring Implicit Fields for 3D Object Detection WACV 2023 Implications of sparsity and high triangle density for graph representation learning AISTATS 2023 Implicit Contrastive Representation Learning with Guided Stop-gradient NeurIPS 2023 Implicit Diffusion Models for Continuous Super-Resolution CVPR 2023 Implicit Graph Neural Networks: A Monotone Operator Viewpoint ICML 2023 Implicit Graphon Neural Representation AISTATS 2023 Implicit Neural Head Synthesis via Controllable Local Deformation Fields CVPR 2023 Implicit Neural Spatial Representations for Time-dependent PDEs ICML 2023 Implicit phonetic information modeling for speech emotion recognition Interspeech 2023 Implicit Regularization Towards Rank Minimization in ReLU Networks ALT 2023 Implicit Temporal Modeling with Learnable Alignment for Video Recognition ICCV 2023 Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates CVPR 2023 ImPosing: Implicit Pose Encoding for Efficient Visual Localization WACV 2023 Improved Active Multi-Task Representation Learning via Lasso ICML 2023 Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions ICML 2023 Improved Bounds for Multi-task Learning with Trace Norm Regularization COLT 2023 Improved Online Conformal Prediction via Strongly Adaptive Online Learning ICML 2023 Improved Representation Learning Through Tensorized Autoencoders AISTATS 2023 Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting AAAI 2023 Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions Interspeech 2023 Improving Bilingual TTS Using Language And Phonology Embedding With Embedding Strength Modulator Interspeech 2023 Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings NeurIPS 2023