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OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology



Cheng Jiang , Asadur Chowdury , Xinhai Hou , Akhil Kondepudi , Christian W. Freudiger , Kyle Conway , Sandra Camelo-Piragua , Daniel A. Orringer , Honglak Lee , Todd C. Hollon


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Is Continual Learning Truly Learning Representations Continually?



Sungmin Cha , Dongsub Shim , Hyunwoo Kim , Moontae Lee , Honglak Lee , Taesup Moon

* Preprint 

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Few-shot Subgoal Planning with Language Models



Lajanugen Logeswaran , Yao Fu , Moontae Lee , Honglak Lee

* NAACL 2022 

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LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA



Muhammad Khalifa , Lajanugen Logeswaran , Moontae Lee , Honglak Lee , Lu Wang

* 14 pages, 3 figures 

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Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization



Sungryull Sohn , Hyunjae Woo , Jongwook Choi , lyubing qiang , Izzeddin Gur , Aleksandra Faust , Honglak Lee

* Accepted to UAI 2022 as an oral presentation 

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RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects



Yunseok Jang , Ruben Villegas , Jimei Yang , Duygu Ceylan , Xin Sun , Honglak Lee

* Accepted paper at AI for Content Creation Workshop (AICC) at CVPR 2022 

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Simple and Effective Synthesis of Indoor 3D Scenes



Jing Yu Koh , Harsh Agrawal , Dhruv Batra , Richard Tucker , Austin Waters , Honglak Lee , Yinfei Yang , Jason Baldridge , Peter Anderson


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Learning Parameterized Task Structure for Generalization to Unseen Entities



Anthony Z. Liu , Sungryull Sohn , Mahdi Qazwini , Honglak Lee

* Published in AAAI 2022 

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SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning



Jongjin Park , Younggyo Seo , Jinwoo Shin , Honglak Lee , Pieter Abbeel , Kimin Lee

* Accepted to ICLR 2022 

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Rich CNN-Transformer Feature Aggregation Networks for Super-Resolution



Jinsu Yoo , Taehoon Kim , Sihaeng Lee , Seung Hwan Kim , Honglak Lee , Tae Hyun Kim

* 19 pages, 11 figures, preprint 

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