Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.
2023
21 talks
| Date | Title | Venue | Speaker | Role | Location |
|---|---|---|---|---|---|
| Jan 17, 2023 | How Powerful are Graph Neural Networks? | ICLR 2019 ↗ | Dr. Sahely Bhadra | Asst. Professor | Ahalia, Room 203 |
| Jan 24, 2023 | Weisfeiler-Lehman Graph Kernels | JMLR 2011 ↗ | Ankit | Research Scholar | Ahalia, Room 203 |
| Jan 31, 2023 | You Only Look Once: Unified, Real-Time Object Detection | ICLR 2019 ↗ | Yasar Moidutty | Project Assistant | Ahalia, Room 203 |
| Feb 07, 2023 | Explaining Time Series Predictions with Dynamic Masks | ICML 2021 ↗ | Abilasha S | Research Scholar | Ahalia, Room 203 |
| Feb 14, 2023 | Conditional Neural Processes | ICML 2018 ↗ | Eva Cherian | Research Scholar | Ahalia, Room 203 |
| Feb 28, 2023 | Attention Is All You Need | NIPS 2017 ↗ | Dr. Mrinal Kanti Das | Asst. Professor | Nila, Room 15 (ICSR Block) |
| Mar 07, 2023 | Adaptive Image Transformer for One-Shot Object Detection | CVPR 2021 ↗ | Vishnu B Raj | Research Scholar | Nila, Room 15 (ICSR Block) |
| Mar 14, 2023 | AdaFace: Quality Adaptive Margin for Face Recognition | CVPR 2022 ↗ | Muhammed Favas K | MTech Data Science | Nila, Room 15 (ICSR Block) |
| Mar 21, 2023 | A Transformer-based Framework for Multivariate Time Series Representation Learning | KDD 2021 ↗ | Vinitha M Rajan | Research Scholar | Nila, Room 15 (ICSR Block) |
| Mar 28, 2023 | Probabilistic Transformer for Time Series Analysis | NeurIPS 2021 ↗ | Dr. Sahely Bhadra | Asst. Professor | Nila, Room 15 (ICSR Block) |
| Apr 11, 2023 | KerGNNs: Interpretable Graph Neural Networks with Graph Kernels | AAAI 2022 ↗ | Ankit | Research Scholar | Nila, Room 15 (ICSR Block) |
| Apr 25, 2023 | Robust Method for Anomaly Detection and Extreme Event Prediction in Time Series Data | Research Talk | Abilasha S | Research Scholar | Nila, Room 15 (ICSR Block) |
| May 02, 2023 | U-Net: Convolutional Networks for Biomedical Image Segmentation | MICCAI 2015 ↗ | Yasar Moidutty | Project Assistant | Nila, Room 15 (ICSR Block) |
| May 09, 2023 | Human-level Concept Learning through Probabilistic Program Induction | Research Article | Dr. Mrinal Kanti Das | Asst. Professor | Nila, Room 15 (ICSR Block) |
| May 16, 2023 | Online Meta-Learning | ICML 2019 ↗ | Eva Cherian | Research Scholar | Samgatha, Room 303 |
| Jun 27, 2023 | Interactive and Explainable Region-guided Radiology Report Generation | CVPR 2023 ↗ | Vishnu B Raj | Research Scholar | Samgatha, Room 308 |
| Aug 21, 2023 | Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data | VLDB 2022 ↗ | Vinitha M Rajan | Research Scholar | Samgatha, Room 307 |
| Aug 29, 2023 | Generating 3D Molecules for Target Protein Binding | ICLR 2022 ↗ | Ankit | Research Scholar | Samgatha, Room 307 |
| Oct 10, 2023 | Fairness in Forecasting and Learning Linear Dynamical Systems | AAAI 2021 ↗ | Abilasha S | Research Scholar | Samgatha, Room 307 |
| Oct 24, 2023 | Convolutional Conditional Neural Processes | ICLR 2020 ↗ | Eva Cherian | Research Scholar | Samgatha, Room 307 |
| Nov 15, 2023 | Reinforcement Learning | Lecture | Dr. Sahely Bhadra | Asst. Professor | Samgatha, Room 307 |
| Nov 28, 2023 | Automatic Defect Identification Method for Magnetic Particle Inspection of Bearing Rings Based on Visual Characteristics and High-Level Features | MDPI 2022 ↗ | Yasar Moidutty | Project Associate | Samgatha, Room 307 |
| Dec 04, 2023 | Extensive Hotel Reviews Classification using Long Short Term Memory | JAIHC 2021 ↗ | Etana Fikadu Dinsa | Research Scholar | Samgatha, Room 307 |