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Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning


Apr 04, 2023
Ajinkya Tejankar, Maziar Sanjabi, Qifan Wang, Sinong Wang, Hamed Firooz, Hamed Pirsiavash, Liang Tan

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* Accepted to CVPR 2023 

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FRAME: Evaluating Simulatability Metrics for Free-Text Rationales


Jul 02, 2022
Aaron Chan, Shaoliang Nie, Liang Tan, Xiaochang Peng, Hamed Firooz, Maziar Sanjabi, Xiang Ren

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* 16 pages, 18 figures 

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ER-TEST: Evaluating Explanation Regularization Methods for NLP Models


May 25, 2022
Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren

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* 19 pages, 10 figures 

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Detecting and Understanding Harmful Memes: A Survey


May 09, 2022
Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty

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* Accepted at IJCAI-ECAI 2022 (Survey Track) 

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Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem


Apr 12, 2022
Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz

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* Long paper accepted to ACL 2022 Findings 

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Understanding Failure Modes of Self-Supervised Learning


Mar 03, 2022
Neha Mukund Kalibhat, Kanika Narang, Liang Tan, Hamed Firooz, Maziar Sanjabi, Soheil Feizi

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A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision


Jan 06, 2022
Ajinkya Tejankar, Maziar Sanjabi, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz

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BARACK: Partially Supervised Group Robustness With Guarantees


Dec 31, 2021
Nimit Sohoni, Maziar Sanjabi, Nicolas Ballas, Aditya Grover, Shaoliang Nie, Hamed Firooz, Christopher Ré

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* 26 pages 

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UniREx: A Unified Learning Framework for Language Model Rationale Extraction


Dec 16, 2021
Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz

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* 14 pages, 6 figures 

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