On Learning Representations for Tabular Data Distillation
- Inwon Kang
- Parikshit Ram
- et al.
- 2025
- TMLR
Paper
Publications
1728 results for Computer Vision
CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization
- Yanxia Deng
- Aozhong Zhang
- et al.
- 2025
- TMLR
PaperGroup Fair Federated Learning via Stochastic Kernel Regularization
- Huzaifa Arif
- Keerthiram Murugesan
- et al.
- 2025
- TMLR
PaperLIONHEART: A Layer-Based Mapping Framework for Heterogeneous Systems with Analog in-Memory Computing Tiles
- Corey Lammie
- Yuxuan Wang
- et al.
- 2025
- IEEE TETC
PaperA Critical Analysis of the Usage of Dimensionality Reduction in Four Domains
- Dylan Cashman
- Mark Keller
- et al.
- 2025
- IEEE TVCG
PaperInformation Theoretic Guarantees For Policy Alignment In Large Language Models
- Youssef Mroueh
- Apoorva Nitsure
- 2025
- TMLR
PaperThe Time-Energy Model: Selective Time-Series Forecasting Using Energy-Based Models
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- et al.
- 2025
- TMLR
PaperCompositional Physical Reasoning of Objects and Events From Videos
- Zhenfang Chen
- Shilong Dong
- et al.
- 2025
- IEEE Transactions on Pattern Analysis and Machine Intelligence
PaperHow does overparametrization affect performance on minority groups?
- Saptarshi Roy
- Subha Maity
- et al.
- 2025
- TMLR
PaperShow or Tell? Effectively prompting Vision-Language Models for semantic segmentation
- Niccolo Avogaro
- Thomas Frick
- et al.
- 2025
- TMLR
Paper