Representation Learning

Phase transitions in when feedback is useful NeurIPS 2022 Phonetic Analysis of Self-supervised Representations of English Speech Interspeech 2022 Physically-Guided Disentangled Implicit Rendering for 3D Face Modeling CVPR 2022 Physical Simulation Layer for Accurate 3D Modeling CVPR 2022 Physics guided neural networks for spatio-temporal super-resolution of turbulent flows UAI 2022 Physics Informed Deep Kernel Learning AISTATS 2022 Physics-Informed Implicit Representations of Equilibrium Network Flows NeurIPS 2022 Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data IJCAI 2022 PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale CoRL 2022 Pixel-Level BPE for Auto-Regressive Image Generation COLING 2022 PlaceNet: Neural Spatial Representation Learning with Multimodal Attention IJCAI 2022 PLAD: Learning To Infer Shape Programs With Pseudo-Labels and Approximate Distributions CVPR 2022 Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction NeurIPS 2022 Planning with Diffusion for Flexible Behavior Synthesis ICML 2022 PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration NeurIPS 2022 PLATO: Predicting Latent Affordances Through Object-Centric Play CoRL 2022 PLN CMM at SocialDisNER: Improving Detection of Disease Mentions in Tweets by Using Document-Level Features COLING 2022 Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations ICML 2022 Pluralistic Image Completion with Gaussian Mixture Models NeurIPS 2022 PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022 Point2Cyl: Reverse Engineering 3D Objects From Point Clouds to Extrusion Cylinders CVPR 2022 Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022 Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks NeurIPS 2022 Polynomial Neural Fields for Subband Decomposition and Manipulation NeurIPS 2022 Position Prediction as an Effective Pretraining Strategy ICML 2022