Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.
2025
19 talks
| Date | Title | Venue | Speaker | Role | Location |
|---|---|---|---|---|---|
| Feb 03, 2025 | RMM: Reinforced Memory Management for Class-Incremental Learning | NIPS 2021 ↗ | Abhishek S M | M.Tech Data Science | Small Conference Room, ICSR, Nila |
| Feb 17, 2025 | Reinforcement Learning Enhanced Explainer for Graph Neural Networks | NIPS 2021 ↗ | Ankit | Research Scholar | Small Conference Room, ICSR, Nila |
| Mar 10, 2025 | Adaptive-Masking Policy with Deep Reinforcement Learning for Self-Supervised Medical Image Segmentation | ICME 2023 ↗ | Yasar Moidutty | Research Scholar | Small Conference Room, ICSR, Nila |
| Mar 24, 2025 | Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation | Nature Sci. Reports 2024 ↗ | Eva Cherian | Research Scholar | Small Conference Room, ICSR, Nila |
| Apr 07, 2025 | AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning | CVPR 2024 ↗ | Thomas John | Research Scholar | Small Conference Room, ICSR, Nila |
| Apr 14, 2025 | RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning | CVPR 2023 ↗ | Vishnu B Raj | Research Scholar | Small Conference Room, ICSR, Nila |
| Apr 21, 2025 | Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting | AAAI 2022 ↗ | Vinitha M Rajan | Research Scholar | Small Conference Room, ICSR, Nila |
| Jul 25, 2025 | A Quantum k-Nearest Neighbors Algorithm based on the Euclidean Distance Estimation | Quantum MI 2024 ↗ | Eva Cherian | Research Scholar | Small Conference Room, ICSR, Nila |
| Aug 01, 2025 | Quantum Convolutional Neural Networks | Nature Physics 2019 ↗ | Thomas John | Research Scholar | Small Conference Room, ICSR, Nila |
| Aug 08, 2025 | GraphQNTK: Quantum Neural Tangent Kernel for Graph Data | NIPS 2022 ↗ | Ankit S | Research Scholar | Small Conference Room, ICSR, Nila |
| Aug 29, 2025 | Grover's Algorithm | Quantum Computing Lecture Series ↗ | Vinitha M Rajan | Research Scholar | Small Conference Room, ICSR, Nila |
| Sep 12, 2025 | Quantum Machine Learning for Image Classification | ML: Sci. & Tech. 2024 ↗ | Vishnu B Raj | Research Scholar | Small Conference Room, ICSR, Nila |
| Oct 17, 2025 | MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights | AAAI 2025 ↗ | Ankit S | Research Scholar | Small Conference Room, ICSR, Nila |
| Oct 24, 2025 | Overcoming Simplicity Bias in Deep Networks using a Feature Sieve | ICML 2023 ↗ | Thomas John | Research Scholar | Small Conference Room, ICSR, Nila |
| Oct 31, 2025 | GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality | AAAI 2025 ↗ | Vinitha M Rajan | Research Scholar | Small Conference Room, ICSR, Nila |
| Nov 07, 2025 | Joint Diffusion Models in Continual Learning | ICCV 2025 ↗ | Eva Cherian | Research Scholar | Small Conference Room, ICSR, Nila |
| Nov 14, 2025 | Vision Transformers are Inherently Saliency Learners | BMVC 2023 ↗ | Vishnu B Raj | Research Scholar | Small Conference Room, ICSR, Nila |