conftrace_

feature space

219 papers

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Co-occurring keywords

representation learning (6206) feature learning (1311) domain adaptation (4595) neural network (6616) convolutional neural network (4226) contrastive learning (4032) kernel methods (1097) transfer learning (5449) out-of-distribution detection (617) semantic segmentation (3186)

Papers

A Unified Framework for Robustness on Diverse Sampling Errors ICCV 2023
2D-Shapley: A Framework for Fragmented Data Valuation ICML 2023
An Analysis of Robustness of Non-Lipschitz Networks JMLR 2023
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction CVPR 2023
Deep Deterministic Uncertainty: A New Simple Baseline CVPR 2023
Regression as Classification: Influence of Task Formulation on Neural Network Features AISTATS 2023
Demystifying Randomly Initialized Networks for Evaluating Generative Models AAAI 2023
A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023
Diffusion Model as Representation Learner ICCV 2023
Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023
Introducing Competition To Boost the Transferability of Targeted Adversarial Examples Through Clean Feature Mixup CVPR 2023
Data Selection for Language Models via Importance Resampling NIPS 2023
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation CVPR 2023
Balancing Logit Variation for Long-Tailed Semantic Segmentation CVPR 2023
Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study ICCV 2023
Feature Expansion for Graph Neural Networks ICML 2023
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness AAAI 2023
Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023
When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023
Boosting Text Augmentation via Hybrid Instance Filtering Framework ACL 2023
Leveraging Argumentation for Generating Robust Sample-based Explanations IJCAI 2023
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022
Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022