Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.
2026
12 talks
| Date | Title | Venue | Speaker | Role | Location |
|---|---|---|---|---|---|
| Feb 02, 2026 | CoSy: Evaluating Textual Explanations of Neurons | NIPS 2024 ↗ | Vishnu B Raj | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Feb 09, 2026 | KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks | ICML 2025 ↗ | Vinitha M Rajan | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Feb 16, 2026 | Mean Flows for One Step Generative Modelling | NIPS 2025 ↗ | Thomas John | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Feb 23, 2026 | Blockwise Flow Matching: Improving Flow Matching Models for Efficient High-Quality Generation | NIPS 2025 ↗ | Jotipriya Das | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Mar 02, 2026 | Flow Matching Neural Processes | NIPS 2025 ↗ | Eva Cherian | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Mar 09, 2026 | Straight-Line Diffusion Model for Efficient 3D Molecular Generation | NIPS 2025 ↗ | Ankit S | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Mar 16, 2026 | Neural Cover Selection for Image Steganography | NIPS 2024 ↗ | Vishnu B Raj | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Mar 23, 2026 | ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting | ICLR 2026 ↗ | Vinitha M Rajan | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Mar 30, 2026 | On Feature Learning in the Presence of Spurious Correlations | NIPS 2022 ↗ | Thomas John | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Apr 06, 2026 | DeFoG: Discrete Flow Matching for Graph Generation | ICML 2025 ↗ | Jotipriya Das | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Apr 20, 2026 | Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions | ICML 2025 ↗ | Eva Cherian | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Apr 27, 2026 | Training-free Multi-objective Diffusion Model for 3D Molecule Generation | ICLR 2024 ↗ | Ankit S | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Aug 18, 2026 | On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity | NIPS 2025 ↗ | Eva Cherian | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Sep 01, 2026 | Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number | NIPS 2025 ↗ | Ankit S | Research Scholar | Room 137, B03 Block, Sahyadri Campus |
| Sep 08, 2026 | LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching | NIPS 2025 ↗ | Vishnu B Raj | Research Scholar | Room 102, B03 Block, Sahyadri Campus |
| Sep 15, 2026 | KineFlow: Kinematic Second-Order Flow Matching for Time-Series Forecasting | ICML 2026 ↗ | Vinitha M Rajan | Research Scholar | Room 102, B03 Block, Sahyadri Campus |
| Sep 22, 2026 | Discrete Flow Matching | NIPS 2024↗ | Dr. Mrinal Kanti Das | Faculty | Room 102, B03 Block, Sahyadri Campus |