Past talks:

Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.

2023

Date Title JOURNAL/CONFERENCE Speaker Speaker Info Venue
Jan 17, 2023 How Powerful are Graph Neural Networks?
ICLR 2019 [pdf]
Dr. Sahely Bhadra Asst. Professor Ahalia, Room 203
Jan 24, 2023 Weisfeiler-Lehman Graph Kernels
Journal of Machine Learning Research 2011 [pdf]
Ankit Research Scholar Ahalia, Room 203
Jan 31, 2023 You Only Look Once: Unified, Real-Time Object Detection
ICLR 2019 [pdf]
Yasar Moidutty Project Assistant Ahalia, Room 203
Feb 07, 2023 Explaining Time Series Predictions with Dynamic Masks
ICML, 2021 [pdf]
Abilasha S Research Scholar Ahalia, Room 203
Feb 14, 2023 Conditional Neural Processes
ICML, 2018 [pdf]
Eva Cherian Research Scholar Ahalia, Room 203
Feb 28, 2023 Attention Is All You Need
NIPS,2017 [pdf]
Dr. Mrinal Kanti Das Asst. Professor Nila, Room 15 (ICSR Block)
March 7, 2023 Adaptive Image Transformer for One-Shot Object Detection
CVPR 2021 [pdf]
Vishnu B Raj Research Scholar Nila, Room 15 (ICSR Block)
March 14, 2023 AdaFace: Quality Adaptive Margin for Face Recognition
CVPR 2022 [pdf]
Muhammed Favas K MTech Data Science Nila, Room 15 (ICSR Block)
March 21, 2023 A Transformer-based Framework for Multivariate Time Series Representation Learning
KDD 2021 [pdf]
Vinitha M Rajan Research Scholar Nila, Room 15 (ICSR Block)
March 28, 2023 Probabilistic transformer for time series analysis
Advances in Neural Information Processing Systems,2021 [pdf]
Dr. Sahely Bhadra Asst. Professor Nila, Room 15 (ICSR Block)
April 11, 2023 Kergnns: Interpretable graph neural networks with graph kernels.
In Proceedings of the AAAI Conference on Artificial Intelligence,2022 [pdf]
Ankit Research Scholar Nila, Room 15 (ICSR Block)
April 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 2, 2023 U-Net: Convolutional Networks for Biomedical Image Segmentation
Medical Image Computing and Computer-Assisted Intervention (MICCAI),2015 [pdf]
Yasar Moidutty Project Assistant Nila, Room 15 (ICSR Block)
May 9, 2023 Human-level concept learning through probabilistic program induction
RESEARCH ARTICLES [pdf]
Dr. Mrinal Kanti Das Asst. Professor Nila, Room 15 (ICSR Block)
May 16, 2023 Online Meta-Learning
Proceedings of the 36th International Conference on Machine Learning,2019 [pdf]
Eva Cherian Research Scholar Samgatha, Room no 303
June 27, 2023 Interactive and Explainable Region-guided Radiology Report Generation
CVPR,2023 [pdf]
Vishnu B Raj Research Scholar Samgatha, Room no 308
Aug 21, 2023 Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
VLDB 2022 [pdf]
Vinitha M Rajan Research Scholar Samgatha, Room no 307
Aug 29, 2023 Generating 3D Molecules for Target Protein Binding
ICLR 2022 [pdf]
Ankit Research Scholar Samgatha, Room no 307
Oct 10, 2023 Fairness in Forecasting and Learning Linear Dynamical Systems
AAAI 2021 [pdf]
Abilasha S Research Scholar Samgatha, Room no 307
Oct 24, 2023 Convolutional conditional neural processes
ICLR 2020 [pdf]
Eva Cherian Research Scholar Samgatha, Room no 307
Nov 15, 2023 Reinforcement Learning
Lecture Dr. Sahely Bhadra Asst. Professor Samgatha, Room no 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 [pdf]
Yasar Moidutty Project Associate Samgatha, Room no 307
Dec 4, 2023 Extensive hotel reviews classification using long short term memory
Journal of Ambient Intelligence and Humanized Computing 2021 [pdf]
Etana Fikadu Dinsa Research Scholar Samgatha, Room no 307