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Bhiksha Raj

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Learning with Noisy Foundation Models

Mar 11, 2024
Hao Chen, Jindong Wang, Zihan Wang, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj

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$\text{R}^2$-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations

Mar 07, 2024
Xiang Li, Kai Qiu, Jinglu Wang, Xiaohao Xu, Rita Singh, Kashu Yamazak, Hao Chen, Xiaonan Huang, Bhiksha Raj

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AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition

Feb 18, 2024
Zhaorun Chen, Zhuokai Zhao, Zhihong Zhu, Ruiqi Zhang, Xiang Li, Bhiksha Raj, Huaxiu Yao

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Evaluating and Improving Continual Learning in Spoken Language Understanding

Feb 16, 2024
Muqiao Yang, Xiang Li, Umberto Cappellazzo, Shinji Watanabe, Bhiksha Raj

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Domain Adaptation for Contrastive Audio-Language Models

Feb 14, 2024
Soham Deshmukh, Rita Singh, Bhiksha Raj

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Customizable Perturbation Synthesis for Robust SLAM Benchmarking

Feb 12, 2024
Xiaohao Xu, Tianyi Zhang, Sibo Wang, Xiang Li, Yongqi Chen, Ye Li, Bhiksha Raj, Matthew Johnson-Roberson, Xiaonan Huang

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A General Framework for Learning from Weak Supervision

Feb 02, 2024
Hao Chen, Jindong Wang, Lei Feng, Xiang Li, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj

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On Catastrophic Inheritance of Large Foundation Models

Feb 02, 2024
Hao Chen, Bhiksha Raj, Xing Xie, Jindong Wang

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PAM: Prompting Audio-Language Models for Audio Quality Assessment

Feb 01, 2024
Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang

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AugSumm: towards generalizable speech summarization using synthetic labels from large language model

Jan 10, 2024
Jee-weon Jung, Roshan Sharma, William Chen, Bhiksha Raj, Shinji Watanabe

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