Representation Learning

Generalist: Decoupling Natural and Robust Generalization CVPR 2023 Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023 Generalizing Dataset Distillation via Deep Generative Prior CVPR 2023 Generalizing Downsampling from Regular Data to Graphs AAAI 2023 Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023 Generative Calibration for In-context Learning EMNLP 2023 Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning NeurIPS 2023 Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023 GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech Interspeech 2023 Geometric Algebra Transformer NeurIPS 2023 Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations AAAI 2023 GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising NeurIPS 2023 GNeSF: Generalizable Neural Semantic Fields NeurIPS 2023 GOAT: A Global Transformer on Large-scale Graphs ICML 2023 GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning CVPR 2023 GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023 GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients NeurIPS 2023 Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs ICLR 2023 Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure ICML 2023 GraVoS: Voxel Selection for 3D Point-Cloud Detection CVPR 2023 Grokking of Hierarchical Structure in Vanilla Transformers ACL 2023 Gromov-Wasserstein Autoencoders ICLR 2023 Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 2023 gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction CVPR 2023 GSLB: The Graph Structure Learning Benchmark NeurIPS 2023