More from the Same Authors

• 2020 : Paper 10: Certified Interpretability Robustness for Class Activation Mapping »
  Alex Gu · Tsui-Wei Weng · Pin-Yu Chen · Sijia Liu · Luca Daniel
• 2021 : Certified Robustness for Free in Differentially Private Federated Learning »
  Chulin Xie · Yunhui Long · Pin-Yu Chen · Krishnaram Kenthapadi · Bo Li
• 2021 : MAML is a Noisy Contrastive Learner »
  Chia-Hsiang Kao · Wei-Chen Chiu · Pin-Yu Chen
• 2021 : QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks »
  Jun Qi · Huck Yang · Pin-Yu Chen
• 2021 : Pessimistic Model Selection for Offline Deep Reinforcement Learning »
  Huck Yang · Yifan Cui · Pin-Yu Chen
• 2022 : Visual Prompting for Adversarial Robustness »
  Aochuan Chen · Peter Lorenz · Yuguang Yao · Pin-Yu Chen · Sijia Liu
• 2022 : Do Domain Generalization Methods Generalize Well? »
  Akshay Mehra · Bhavya Kailkhura · Pin-Yu Chen · Jihun Hamm
• 2022 : On the Adversarial Robustness of Vision Transformers »
  Rulin Shao · Zhouxing Shi · Jinfeng Yi · Pin-Yu Chen · Cho-Jui Hsieh
• 2022 : Panel »
  Pin-Yu Chen · Alex Gittens · Bo Li · Celia Cintas · Hilde Kuehne · Payel Das
• 2022 : Q & A »
  Sayak Paul · Sijia Liu · Pin-Yu Chen
• 2022 : Deep dive on foundation models for computer vision »
  Pin-Yu Chen
• 2022 Tutorial: Foundational Robustness of Foundation Models »
  Pin-Yu Chen · Sijia Liu · Sayak Paul
• 2022 : Basics in foundation model and robustness »
  Pin-Yu Chen · Sijia Liu
• 2022 Poster: Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis »
  Yu-Hsuan Li · Tzu-Yin Chao · Ching-Chun Huang · Pin-Yu Chen · Wei-Chen Chiu
• 2021 Poster: Predicting Deep Neural Network Generalization with Perturbation Response Curves »
  Yair Schiff · Brian Quanz · Payel Das · Pin-Yu Chen
• 2021 Poster: Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination »
  Arpan Mukherjee · Ali Tajer · Pin-Yu Chen · Payel Das
• 2021 Poster: Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks »
  Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong
• 2021 Poster: CAFE: Catastrophic Data Leakage in Vertical Federated Learning »
  Xiao Jin · Pin-Yu Chen · Chia-Yi Hsu · Chia-Mu Yu · Tianyi Chen
• 2021 Poster: Adversarial Attack Generation Empowered by Min-Max Optimization »
  Jingkang Wang · Tianyun Zhang · Sijia Liu · Pin-Yu Chen · Jiacen Xu · Makan Fardad · Bo Li
• 2021 : Contributed Talk (Oral): MAML is a Noisy Contrastive Learner »
  Chia-Hsiang Kao · Wei-Chen Chiu · Pin-Yu Chen
• 2021 : SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment »
  Maurício Gruppi · Sibel Adali · Pin-Yu Chen
• 2021 Poster: When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? »
  Lijie Fan · Sijia Liu · Pin-Yu Chen · Gaoyuan Zhang · Chuang Gan
• 2021 Poster: Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations »
  Yu-Lin Tsai · Chia-Yi Hsu · Chia-Mu Yu · Pin-Yu Chen
• 2021 Poster: Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning »
  Akshay Mehra · Bhavya Kailkhura · Pin-Yu Chen · Jihun Hamm
• 2020 Poster: ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training »
  Chia-Yu Chen · Jiamin Ni · Songtao Lu · Xiaodong Cui · Pin-Yu Chen · Xiao Sun · Naigang Wang · Swagath Venkataramani · Vijayalakshmi (Viji) Srinivasan · Wei Zhang · Kailash Gopalakrishnan
• 2020 Poster: Higher-Order Certification For Randomized Smoothing »
  Jeet Mohapatra · Ching-Yun Ko · Tsui-Wei Weng · Pin-Yu Chen · Sijia Liu · Luca Daniel
• 2020 Poster: Optimizing Mode Connectivity via Neuron Alignment »
  Norman J Tatro · Pin-Yu Chen · Payel Das · Igor Melnyk · Prasanna Sattigeri · Rongjie Lai
• 2020 Spotlight: Higher-Order Certification For Randomized Smoothing »
  Jeet Mohapatra · Ching-Yun Ko · Tsui-Wei Weng · Pin-Yu Chen · Sijia Liu · Luca Daniel
• 2019 : Poster Session »
  Ahana Ghosh · Javad Shafiee · Akhilan Boopathy · Alex Tamkin · Theodoros Vasiloudis · Vedant Nanda · Ali Baheri · Paul Fieguth · Andrew Bennett · Guanya Shi · Hao Liu · Arushi Jain · Jacob Tyo · Benjie Wang · Boxiao Chen · Carroll Wainwright · Chandramouli Shama Sastry · Chao Tang · Daniel S. Brown · David Inouye · David Venuto · Dhruv Ramani · Dimitrios Diochnos · Divyam Madaan · Dmitrii Krashenikov · Joel Oren · Doyup Lee · Eleanor Quint · elmira amirloo · Matteo Pirotta · Gavin Hartnett · Geoffroy Dubourg-Felonneau · Gokul Swamy · Pin-Yu Chen · Ilija Bogunovic · Jason Carter · Javier Garcia-Barcos · Jeet Mohapatra · Jesse Zhang · Jian Qian · John Martin · Oliver Richter · Federico Zaiter · Tsui-Wei Weng · Karthik Abinav Sankararaman · Kyriakos Polymenakos · Lan Hoang · mahdieh abbasi · Marco Gallieri · Mathieu Seurin · Matteo Papini · Matteo Turchetta · Matthew Sotoudeh · Mehrdad Hosseinzadeh · Nathan Fulton · Masatoshi Uehara · Niranjani Prasad · Oana-Maria Camburu · Patrik Kolaric · Philipp Renz · Prateek Jaiswal · Reazul Hasan Russel · Riashat Islam · Rishabh Agarwal · Alexander Aldrick · Sachin Vernekar · Sahin Lale · Sai Kiran Narayanaswami · Samuel Daulton · Sanjam Garg · Sebastian East · Shun Zhang · Soheil Dsidbari · Justin Goodwin · Victoria Krakovna · Wenhao Luo · Wesley Chung · Yuanyuan Shi · Yuh-Shyang Wang · Hongwei Jin · Ziping Xu
• 2018 Poster: Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization »
  Sijia Liu · Bhavya Kailkhura · Pin-Yu Chen · Paishun Ting · Shiyu Chang · Lisa Amini
• 2018 Poster: Efficient Neural Network Robustness Certification with General Activation Functions »
  Huan Zhang · Tsui-Wei Weng · Pin-Yu Chen · Cho-Jui Hsieh · Luca Daniel
• 2018 Poster: Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives »
  Amit Dhurandhar · Pin-Yu Chen · Ronny Luss · Chun-Chen Tu · Paishun Ting · Karthikeyan Shanmugam · Payel Das