Publications

1575 results for Machine Learning

PEEL the Layers and Find Yourself: Revisiting Inference-time Data Leakage for Residual Neural Networks
- - Huzaifa Arif
  - Keerthiram Murugesan
  - et al.
- 2025
- IEEE SaTML 2025
Text-Guided Few-Shot Semantic Segmentation with Training-Free Multimodal Feature Matching
- - Guillaume Buthmann
  - Tomoya Sakai
  - et al.
- 2025
- ICASSP 2025
RAC-GAN: Iterative Dual-Objective Over and Under Sampling for Imbalanced Datasets
- - Nitin Gupta
  - Shashank Mujumdar
  - et al.
- 2025
- ICASSP 2025
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharya
  - Sumanta Mukherjee
  - et al.
- 2025
- ICASSP 2025
Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition
- - Bach Vu
  - Hoang Nguyen
  - et al.
- 2025
- ICASSP 2025
Variance-reduced Clipping for Non-convex Optimization
- - Amirhossein Reisizadeh
  - Haochuan Li
  - et al.
- 2025
- ICASSP 2025
Molecular Modelling in Bioactive Peptide Discovery and Characterisation
- - Clement Agoni
  - Raúl Fernández Díaz
  - et al.
- 2025
- Molecules
A new framework for evaluating machine learning in biochemistry and its application for small molecules and peptides
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2025
- IRB-AI-DD 2025
Serving LLMs as detectors in workflows with guardrails
- - Gaurav Kumbhat
  - Evaline Ju
- 2025
- ICSA 2025