Sayan Nag

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 44

Top Topics

Differential Evolution

Image Thresholding

Top Venues

Swarm Evol. Comput.

Publications

Sanjoy Chowdhury, Sayan Nag, K. J. Joseph, Balaji Vasan Srinivasan, Dinesh Manocha
MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models. CoRR (2024)
Sayan Nag, Koustava Goswami, Srikrishna Karanam
SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation. CoRR (2024)
Rohit Kundu, Soumitri Chattopadhyay, Sayan Nag, Mario A. Navarro, Diego Oliva
Prism refraction search: a novel physics-based metaheuristic algorithm. J. Supercomput. 80 (8) (2024)
Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta, Jun Chen, Mohamed Elhoseiny, Ruohan Gao, Dinesh Manocha
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time. CoRR (2024)
Shraman Pramanick, Li Jing, Sayan Nag, Jiachen Zhu, Hardik Shah, Yann LeCun, Rama Chellappa
VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment. Trans. Mach. Learn. Res. 2023 (2023)
Mayukh Bhattacharyya, Soumitri Chattopadhyay, Sayan Nag
DeCAtt: Efficient Vision Transformers with Decorrelated Attention Heads. CVPR Workshops (2023)
Shraman Pramanick, Guangxing Han, Rui Hou, Sayan Nag, Ser-Nam Lim, Nicolas Ballas, Qifan Wang, Rama Chellappa, Amjad Almahairi
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model. CoRR (2023)
Soumitri Chattopadhyay, Soham Ganguly, Sreejit Chaudhury, Sayan Nag, Samiran Chattopadhyay
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis. CoRR (2023)
Soumitri Chattopadhyay, Soham Ganguly, Sreejit Chaudhury, Sayan Nag, Samiran Chattopadhyay
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis. CoRR (2023)
Soumitri Chattopadhyay, Soham Ganguly, Sreejit Chaudhury, Sayan Nag, Samiran Chattopadhyay
Exploring Self-Supervised Representation Learning for Low-Resource Medical Image Analysis. ICIP (2023)
Ahana Deb, Sayan Nag, Ayan Mahapatra, Soumitri Chattopadhyay, Aritra Marik, Pijush Kanti Gayen, Shankha Sanyal, Archi Banerjee, Samir Karmakar
BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion. CoRR (2023)
Sayan Nag, Mayukh Bhattacharyya, Anuraag Mukherjee, Rohit Kundu
Serf: Towards better training of deep neural networks using log-Softplus ERror activation Function. WACV (2023)
Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. ICCV (2023)
Sanjoy Chowdhury, Sayan Nag, Dinesh Manocha
APoLLo : Unified Adapter and Prompt Learning for Vision Language Models. EMNLP (2023)
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi
Ideal: Improved Dense Local Contrastive Learning For Semi-Supervised Medical Image Segmentation. ICASSP (2023)
Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. CoRR (2023)
Ahana Deb, Sayan Nag, Ayan Mahapatra, Soumitri Chattopadhyay, Aritra Marik, Pijush Kanti Gayen, Shankha Sanyal, Archi Banerjee, Samir Karmakar
BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion. INTERSPEECH (2023)
Sanjoy Chowdhury, Sayan Nag, Dinesh Manocha
APoLLo: Unified Adapter and Prompt Learning for Vision Language Models. CoRR (2023)
Shraman Pramanick, Li Jing, Sayan Nag, Jiachen Zhu, Hardik Shah, Yann LeCun, Rama Chellappa
VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment. CoRR (2022)
Mayukh Bhattacharyya, Sayan Nag, Udita Ghosh
Deciphering Environmental Air Pollution with Large Scale City Data. IJCAI (2022)
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation. CoRR (2022)
Sayan Nag, Mayukh Bhattacharyya
SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function. CoRR (2021)
Mayukh Bhattacharyya, Sayan Nag, Udita Ghosh
Deciphering Environmental Air Pollution with Large Scale City Data. CoRR (2021)
Shankha Sanyal, Archi Banerjee, Sayan Nag, Uddalok Sarkar, Souparno Roy, Ranjan Sengupta, Dipak Ghosh
Tagore and neuroscience: A non-linear multifractal study to encapsulate the evolution of Tagore songs over a century. Entertain. Comput. 37 (2021)
Uddalok Sarkar, Sayan Nag, Medha Basu, Archi Banerjee, Shankha Sanyal, Ranjan Sengupta, Dipak Ghosh
Neural Network architectures to classify emotions in Indian Classical Music. CoRR (2021)
Uddalok Sarkar, Sayan Nag, Chirayata Bhattacharya, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
Language Independent Emotion Quantification using Non linear Modelling of Speech. CoRR (2021)
Sayan Nag, Uddalok Sarkar, Shankha Sanyal, Archi Banerjee, Souparno Roy, Samir Karmakar, Ranjan Sengupta, Dipak Ghosh
A Fractal Approach to Characterize Emotions in Audio and Visual Domain: A Study on Cross-Modal Interaction. CoRR (2021)
Sayan Nag
Graph Self Supervised Learning: the BT, the HSIC, and the VICReg. CoRR (2021)
Sayan Nag
Lookahead optimizer improves the performance of Convolutional Autoencoders for reconstruction of natural images. CoRR (2020)
Chirayata Bhattacharya, Sourya Sengupta, Sayan Nag, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
From Speech to Recital - A case of phase transition? A non-linear study. CoRR (2020)
Mohamed E. Abd Elaziz, Uddalok Sarkar, Sayan Nag, Salvador Hinojosa, Diego Oliva
Improving image thresholding by the type II fuzzy entropy and a hybrid optimization algorithm. Soft Comput. 24 (19) (2020)
Osvald Nitski, Sayan Nag, Chris McIntosh, Bo Wang
CDF-Net: Cross-Domain Fusion Network for Accelerated MRI Reconstruction. MICCAI (2) (2020)
Uddalok Sarkar, Soumyadeep Pal, Sayan Nag, Chirayata Bhattacharya, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
Speaker Recognition in Bengali Language from Nonlinear Features. CoRR (2020)
Sayan Nag
Vector quantization using the improved differential evolution algorithm for image compression. Genet. Program. Evolvable Mach. 20 (2) (2019)
Diego Oliva, Sayan Nag, Mohamed E. Abd Elaziz, Uddalok Sarkar, Salvador Hinojosa
Multilevel thresholding by fuzzy type II sets using evolutionary algorithms. Swarm Evol. Comput. 51 (2019)
Mayukh Bhattacharyya, Sayan Nag
Hybrid Style Siamese Network: Incorporating style loss in complimentary apparels retrieval. CoRR (2019)
Uddalok Sarkar, Sayan Nag
An Adaptive Genetic Algorithm for Solving N-Queens Problem. CoRR (2018)
Sayan Nag
Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression. CoRR (2017)
Sayan Nag
Image Registration Techniques: A Survey. CoRR (2017)
Sayan Nag, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
Music of Brain and Music on Brain: A Novel EEG Sonification approach. CoRR (2017)
Shankha Sanyal, Archi Banerjee, Souparno Roy, Sourya Sengupta, Sayan Biswas, Sayan Nag, Ranjan Sengupta, Dipak Ghosh
Gestalt Phenomenon in Music? A Neurocognitive Physics Study with EEG. CoRR (2017)
Sayan Nag, Sayan Biswas, Sourya Sengupta, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
Can Musical Emotion Be Quantified With Neural Jitter Or Shimmer? A Novel EEG Based Study With Hindustani Classical Music. CoRR (2017)
Sayan Nag
A Type II Fuzzy Entropy Based Multi-Level Image Thresholding Using Adaptive Plant Propagation Algorithm. CoRR (2017)
Sayan Nag
Adaptive Plant Propagation Algorithm for Solving Economic Load Dispatch Problem. CoRR (2017)