Kim, Seungyeon

26 publications

ICLR 2025 Faster Cascades via Speculative Decoding Harikrishna Narasimhan, Wittawat Jitkrittum, Ankit Singh Rawat, Seungyeon Kim, Neha Gupta, Aditya Krishna Menon, Sanjiv Kumar

ICLR 2025 Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-Wise LoRA Sangmin Bae, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Seungyeon Kim, Tal Schuster

CoRL 2025 ScrewSplat: An End-to-End Method for Articulated Object Recognition Seungyeon Kim, Junsu Ha, Young Hun Kim, Yonghyeon Lee, Frank C. Park

CoRL 2024 T$^2$SQNet: A Recognition Model for Manipulating Partially Observed Transparent Tableware Objects Young Hun Kim, Seungyeon Kim, Yonghyeon Lee, Frank C. Park

ICML 2024 USTAD: Unified Single-Model Training Achieving Diverse Scores for Information Retrieval Seungyeon Kim, Ankit Singh Rawat, Manzil Zaheer, Wittawat Jitkrittum, Veeranjaneyulu Sadhanala, Sadeep Jayasumana, Aditya Krishna Menon, Rob Fergus, Sanjiv Kumar

ICML 2023 Efficient Training of Language Models Using Few-Shot Learning Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar

CoRL 2023 Equivariant Motion Manifold Primitives Byeongho Lee, Yonghyeon Lee, Seungyeon Kim, MinJun Son, Frank C. Park

CoRL 2023 Leveraging 3D Reconstruction for Mechanical Search on Cluttered Shelves Seungyeon Kim, Young Hun Kim, Yonghyeon Lee, Frank C. Park

ICLR 2023 Supervision Complexity and Its Role in Knowledge Distillation Hrayr Harutyunyan, Ankit Singh Rawat, Aditya Krishna Menon, Seungyeon Kim, Sanjiv Kumar

ICLR 2023 Teacher Guided Training: An Efficient Framework for Knowledge Transfer Manzil Zaheer, Ankit Singh Rawat, Seungyeon Kim, Chong You, Himanshu Jain, Andreas Veit, Rob Fergus, Sanjiv Kumar

ICML 2022 A Statistical Manifold Framework for Point Cloud Data Yonghyeon Lee, Seungyeon Kim, Jinwon Choi, Frank Park

ICML 2022 In Defense of Dual-Encoders for Neural Ranking Aditya Menon, Sadeep Jayasumana, Ankit Singh Rawat, Seungyeon Kim, Sashank Reddi, Sanjiv Kumar

CoRL 2022 SE(2)-Equivariant Pushing Dynamics Models for Tabletop Object Manipulations Seungyeon Kim, Byeongdo Lim, Yonghyeon Lee, Frank C. Park

AISTATS 2021 RankDistil: Knowledge Distillation for Ranking Sashank Reddi, Rama Kumar Pasumarthi, Aditya Menon, Ankit Singh Rawat, Felix Yu, Seungyeon Kim, Andreas Veit, Sanjiv Kumar

ICML 2021 A Statistical Perspective on Distillation Aditya K Menon, Ankit Singh Rawat, Sashank Reddi, Seungyeon Kim, Sanjiv Kumar

NeurIPSW 2021 An Empirical Study of Pre-Trained Vision Models on Out-of-Distribution Generalization Yaodong Yu, Heinrich Jiang, Dara Bahri, Hossein Mobahi, Seungyeon Kim, Ankit Singh Rawat, Andreas Veit, Yi Ma

ICLR 2021 Evaluations and Methods for Explanation Through Robustness Analysis Cheng-Yu Hsieh, Chih-Kuan Yeh, Xuanqing Liu, Pradeep Kumar Ravikumar, Seungyeon Kim, Sanjiv Kumar, Cho-Jui Hsieh

NeurIPS 2020 Why Are Adaptive Methods Good for Attention Models? Jingzhao Zhang, Sai Praneeth Karimireddy, Andreas Veit, Seungyeon Kim, Sashank Reddi, Sanjiv Kumar, Suvrit Sra

JMLR 2016 LLORMA: Local Low-Rank Matrix Approximation Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer, Samy Bengio

AAAI 2015 Estimating Temporal Dynamics of Human Emotions Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park

AAAI 2015 Local Context Sparse Coding Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park

AISTATS 2013 Beyond Sentiment: The Manifold of Human Emotions Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan A. Essa

ICML 2013 Local Low-Rank Matrix Approximation Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer

ICLR 2013 Matrix Approximation Under Local Low-Rank Assumption Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer

ICLR 2013 The Manifold of Human Emotions Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan A. Essa

NeurIPS 2012 Automatic Feature Induction for Stagewise Collaborative Filtering Joonseok Lee, Mingxuan Sun, Seungyeon Kim, Guy Lebanon