Smith, James Seale

12 publications

ICLR 2025 MoDeGPT: Modular Decomposition for Large Language Model Compression Chi-Heng Lin, Shangqian Gao, James Seale Smith, Abhishek Patel, Shikhar Tuli, Yilin Shen, Hongxia Jin, Yen-Chang Hsu

CVPRW 2024 Adaptive Memory Replay for Continual Learning James Seale Smith, Lazar Valkov, Shaunak Halbe, Vyshnavi Gutta, Rogério Feris, Zsolt Kira, Leonid Karlinsky

TMLR 2024 Continual Adaptation of Vision Transformers for Federated Learning Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

CVPRW 2024 Continual Diffusion with STAMINA: STack-and-Mask INcremental Adapters James Seale Smith, Yen-Chang Hsu, Zsolt Kira, Yilin Shen, Hongxia Jin

TMLR 2024 Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Seale Smith, Yen-Chang Hsu, Lingyu Zhang, Ting Hua, Zsolt Kira, Yilin Shen, Hongxia Jin

CVPRW 2023 A Closer Look at Rehearsal-Free Continual Learning James Seale Smith, Junjiao Tian, Shaunak Halbe, Yen-Chang Hsu, Zsolt Kira

CVPR 2023 CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning James Seale Smith, Leonid Karlinsky, Vyshnavi Gutta, Paola Cascante-Bonilla, Donghyun Kim, Assaf Arbelle, Rameswar Panda, Rogerio Feris, Zsolt Kira

CVPR 2023 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David Cox, Diyi Yang, Zsolt Kira, Rogerio Feris, Leonid Karlinsky

ICCV 2023 Going Beyond Nouns with Vision & Language Models Using Synthetic Data Paola Cascante-Bonilla, Khaled Shehada, James Seale Smith, Sivan Doveh, Donghyun Kim, Rameswar Panda, Gul Varol, Aude Oliva, Vicente Ordonez, Rogerio Feris, Leonid Karlinsky

NeurIPSW 2023 HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

NeurIPSW 2023 HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

IJCAI 2021 Unsupervised Progressive Learning and the STAM Architecture James Seale Smith, Cameron E. Taylor, Seth Baer, Constantine Dovrolis