conftrace_

decision boundary

161 papers

Explore in graph

Co-occurring keywords

adversarial robustness (1341) adversarial attack (1621) deep neural network (1803) neural network (6616) image classification (1944) adversarial training (1262) adversarial example (564) representation learning (6206) out-of-distribution detection (617) knowledge distillation (3725)

Papers

Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023
Delving into the Adversarial Robustness of Federated Learning AAAI 2023
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes NIPS 2023
Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023
Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent From the Decision Boundary Perspective CVPR 2022
Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022
Open World Classification with Adaptive Negative Samples EMNLP 2022
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022
Robustness to Label Noise Depends on the Shape of the Noise Distribution NIPS 2022
Perturbation Learning Based Anomaly Detection NIPS 2022
Margin-distancing for safe model explanation AISTATS 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER COLING 2022
Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022
Robust Models Are More Interpretable Because Attributions Look Normal ICML 2022
C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection CVPR 2022
POEM: Out-of-Distribution Detection with Posterior Sampling ICML 2022
On the Adversarial Robustness of Causal Algorithmic Recourse ICML 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning NIPS 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Adaptive Rectangle Loss for Speaker Verification INTERSPEECH 2022
Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022
Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs AAAI 2022
Realistic Evaluation Principles for Cross-document Coreference Resolution ACL 2021