Representation Learning

Prototypical Variational Autoencoder for 3D Few-shot Object Detection NeurIPS 2023 Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks ICLR 2023 Provable Benefits of Representational Transfer in Reinforcement Learning COLT 2023 Provable Guarantees for Neural Networks via Gradient Feature Learning NeurIPS 2023 Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NeurIPS 2023 Provably Efficient Algorithm for Nonstationary Low-Rank MDPs NeurIPS 2023 Provably Efficient Reinforcement Learning via Surprise Bound AISTATS 2023 Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP ICML 2023 Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup ICML 2023 Provably Learning Object-Centric Representations ICML 2023 Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion NeurIPS 2023 PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NeurIPS 2023 Pushdown Layers: Encoding Recursive Structure in Transformer Language Models EMNLP 2023 Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore ICLR 2023 Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation Interspeech 2023 PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow CVPR 2023 Qamosy at Arabic Reverse Dictionary shared task: Semi Decoder Architecture for Reverse Dictionary with SBERT Encoder EMNLP 2023 Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement IJCAI 2023 QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data NeurIPS 2023 Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023 QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation CVPR 2023 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning ICCV 2023 Quality Diversity for Visual Pre-Training ICCV 2023 Quantifying Human Priors over Social and Navigation Networks ICML 2023