Publications (44)
Emotion Specification from Musical Stimuli: An EEG Study with AFA and DFA
Sourya Sengupta, Sayan Biswas, Sayan Nag +4
Neural Network architectures to classify emotions in Indian Classical Music
Uddalok Sarkar, Sayan Nag, Medha Basu +4
A Fractal Approach to Characterize Emotions in Audio and Visual Domain: A Study on Cross-Modal Interaction
Sayan Nag, Uddalok Sarkar, Shankha Sanyal +5
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs
Sanjoy Chowdhury, Hanan Gani, Nishit Anand +5
SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control
Arman Zarei, Samyadeep Basu, Mobina Pournemat +3
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis
Soumitri Chattopadhyay, Soham Ganguly, Sreejit Chaudhury +2
Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression
Sayan Nag
EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception
Sanjoy Chowdhury, Subrata Biswas, Sayan Nag +7
Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs
Mona Gandhi, KJ Joseph, Srinivasan Parthasarathy +1
VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment
Shraman Pramanick, Li Jing, Sayan Nag +4
APoLLo: Unified Adapter and Prompt Learning for Vision Language Models
Sanjoy Chowdhury, Sayan Nag, Dinesh Manocha
Ragas in Bollywood music A microscopic view through multrifractal cross-correlation method
Shankha Sanyal, Archi Banerjee, Souparno Roy +3
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
Soumitri Chattopadhyay, Soham Ganguly, Sreejit Chaudhury +2
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrieval
Mayukh Bhattacharyya, Sayan Nag
Localizing Knowledge in Diffusion Transformers
Arman Zarei, Samyadeep Basu, Keivan Rezaei +3
SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function
Sayan Nag, Mayukh Bhattacharyya
Can Musical Emotion Be Quantified With Neural Jitter Or Shimmer? A Novel EEG Based Study With Hindustani Classical Music
Sayan Nag, Sayan Biswas, Sourya Sengupta +4
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone
Shraman Pramanick, Yale Song, Sayan Nag +5
BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion
Ahana Deb, Sayan Nag, Ayan Mahapatra +6
Music of Brain and Music on Brain: A Novel EEG Sonification approach
Sayan Nag, Shankha Sanyal, Archi Banerjee +2
Image Registration Techniques: A Survey
Sayan Nag
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time
Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta +4
MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models
Sanjoy Chowdhury, Sayan Nag, K J Joseph +2
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
Sanjoy Chowdhury, Mohamed Elmoghany, Yohan Abeysinghe +5
On the stability of equilibria of the physiologically-informed dynamic causal model
Sayan Nag
Deciphering Environmental Air Pollution with Large Scale City Data
Mayukh Bhattacharyya, Sayan Nag, Udita Ghosh
GraphVICRegHSIC: Towards improved self-supervised representation learning for graphs with a hyrbid loss function
Sayan Nag
AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs
Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta +4
Adaptive Plant Propagation Algorithm for Solving Economic Load Dispatch Problem
Sayan Nag
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu +2
Speaker Recognition in Bengali Language from Nonlinear Features
Uddalok Sarkar, Soumyadeep Pal, Sayan Nag +5
Gestalt Phenomenon in Music? A Neurocognitive Physics Study with EEG
Shankha Sanyal, Archi Banerjee, Souparno Roy +5
Neural (EEG) Response during Creation and Appreciation: A Novel Study with Hindustani Raga Music
Archi Banerjee, Shankha Sanyal, Souparno Roy +5
Agentic Design Review System
Sayan Nag, K J Joseph, Koustava Goswami +2
AURA: A Fine-Grained Benchmark and Decomposed Metric for Audio-Visual Reasoning
Siminfar Samakoush Galougah, Rishie Raj, Sanjoy Chowdhury +2
Lookahead optimizer improves the performance of Convolutional Autoencoders for reconstruction of natural images
Sayan Nag
An Adaptive Genetic Algorithm for Solving N-Queens Problem
Uddalok Sarkar, Sayan Nag
SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation
Sayan Nag, Koustava Goswami, Srikrishna Karanam
A Type II Fuzzy Entropy Based Multi-Level Image Thresholding Using Adaptive Plant Propagation Algorithm
Sayan Nag
SciFig: Towards Automating Editable Figure Generation for Scientific Papers
Siyuan Huang, Yifan Zhou, Yutong Gao +8
Language Independent Emotion Quantification using Non linear Modelling of Speech
Uddalok Sarkar, Sayan Nag, Chirayata Bhattacharya +4
Acoustical classification of different speech acts using nonlinear methods
Chirayata Bhattacharyya, Sourya Sengupta, Sayan Nag +4
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model
Shraman Pramanick, Guangxing Han, Rui Hou +6
Object-WIPER : Training-Free Object and Associated Effect Removal in Videos
Saksham Singh Kushwaha, Sayan Nag, Yapeng Tian +1