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PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization


Dec 02, 2022
Prithvijit Chattopadhyay, Kartik Sarangmath, Vivek Vijaykumar, Judy Hoffman

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* Code: https://github.com/prithv1/PASTA 

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Signed Binary Weight Networks: Improving Efficiency of Binary Weight Networks by Exploiting Sparsity


Nov 25, 2022
Sachit Kuhar, Alexey Tumanov, Judy Hoffman

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Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation


Nov 20, 2022
Chia-Wen Kuo, Chih-Yao Ma, Judy Hoffman, Zsolt Kira

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Token Merging: Your ViT But Faster


Oct 17, 2022
Daniel Bolya, Cheng-Yang Fu, Xiaoliang Dai, Peizhao Zhang, Christoph Feichtenhofer, Judy Hoffman

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* Preprint. Code will be available here: https://github.com/facebookresearch/ToMe 

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Hydra Attention: Efficient Attention with Many Heads


Sep 15, 2022
Daniel Bolya, Cheng-Yang Fu, Xiaoliang Dai, Peizhao Zhang, Judy Hoffman

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* Accepted CADL 2022 (ECCV Workshop) 

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ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings


Jun 24, 2022
Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra

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Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency


Jun 16, 2022
Viraj Prabhu, Sriram Yenamandra, Aaditya Singh, Judy Hoffman

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Can domain adaptation make object recognition work for everyone?


Apr 23, 2022
Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik

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* Published at the L3D-IVU workshop at CVPR 2022 

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VisCUIT: Visual Auditor for Bias in CNN Image Classifier


Apr 13, 2022
Seongmin Lee, Zijie J. Wang, Judy Hoffman, Duen Horng Chau

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* 9 pages, 4 figures 

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ConceptEvo: Interpreting Concept Evolution in Deep Learning Training


Mar 30, 2022
Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Judy Hoffman, Duen Horng Chau

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