Digbalay Bose

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Hierarchical Bayesian

Visual Recognition

Internal Representations

Event Detection

Top Venues

ICASSP Workshops

Publications

Tiantian Feng, Daniel Yang, Digbalay Bose, Shrikanth Narayanan
Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing? CoRR (2024)
Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization. ICASSP (2024)
Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
FedMultimodal: A Benchmark for Multimodal Federated Learning. KDD (2023)
Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan
MM-AU: Towards Multimodal Understanding of Advertisement Videos. ACM Multimedia (2023)
Rajat Hebbar, Digbalay Bose, Krishna Somandepalli, Veena Vijai, Shrikanth Narayanan
A dataset for Audio-Visual Sound Event Detection in Movies. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Haoyang Zhang, Yin Cui, Kree Cole-McLaughlin, Huisheng Wang, Shrikanth Narayanan
MovieCLIP: Visual Scene Recognition in Movies. WACV (2023)
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan
Signal Processing Grand Challenge 2023 - E-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients. ICASSP (2023)
Rajat Hebbar, Digbalay Bose, Krishna Somandepalli, Veena Vijai, Shrikanth Narayanan
A Dataset for Audio-Visual Sound Event Detection in Movies. ICASSP (2023)
Mohammad Rostami, Digbalay Bose, Shrikanth Narayanan, Aram Galstyan
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations. EMNLP (Findings) (2023)
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
Multimodal Estimation Of Change Points Of Physiological Arousal During Driving. ICASSP Workshops (2023)
Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan
MM-AU: Towards Multimodal Understanding of Advertisement Videos. CoRR (2023)
Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
FedMultimodal: A Benchmark For Multimodal Federated Learning. CoRR (2023)
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan
Signal Processing Grand Challenge 2023 - e-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan
Contextually-rich human affect perception using multimodal scene information. CoRR (2023)
Rajat Hebbar, Digbalay Bose, Shrikanth Narayanan
SEAR: Semantically-grounded Audio Representations. ACM Multimedia (2023)
Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan
Contextually-Rich Human Affect Perception Using Multimodal Scene Information. ICASSP (2023)
Tiantian Feng, Digbalay Bose, Xuan Shi, Shrikanth Narayanan
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content. CoRR (2023)
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Haoyang Zhang, Yin Cui, Kree Cole-McLaughlin, Huisheng Wang, Shrikanth Narayanan
MovieCLIP: Visual Scene Recognition in Movies. CoRR (2022)
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
Multimodal Estimation of Change Points of Physiological Arousal in Drivers. CoRR (2022)
Sumanta Mukherjee, Krishnasuri Narayanam, Nupur Aggarwal, Digbalay Bose, Amith Singhee
Robust resource demand estimation using hierarchical Bayesian model in a distributed service system. COMAD/CODS (2021)
Digbalay Bose, Krishna Somandepalli, Souvik Kundu, Rimita Lahiri, Jonathan Gratch, Shrikanth Narayanan
Understanding of Emotion Perception from Art. CoRR (2021)
Justin Olah, Sabyasachee Baruah, Digbalay Bose, Shrikanth Narayanan
Cross Domain Emotion Recognition using Few Shot Knowledge Transfer. CoRR (2021)
Digbalay Bose, Subhasis Chaudhuri
Hierarchical spectral clustering based large margin classification of visually correlated categories. ICVGIP (2016)
Digbalay Bose, Subhodip Biswas, Athanasios V. Vasilakos, Sougata Laha
Optimal filter design using an improved artificial bee colony algorithm. Inf. Sci. 281 (2014)
Subhodip Biswas, Souvik Kundu, Digbalay Bose, Swagatam Das, Ponnuthurai N. Suganthan, Bijaya K. Panigrahi
Migrating forager population in a multi-population Artificial Bee Colony algorithm with modified perturbation schemes. SIS (2013)
Subhodip Biswas, Souvik Kundu, Digbalay Bose, Swagatam Das, Ponnuthurai Nagaratnam Suganthan
Synchronizing Differential Evolution with a modified affinity-based mutation framework. SDE (2013)
Srinjoy Ganguly, Digbalay Bose, Amit Konar
Clustering using Vector Membership: An Extension of the Fuzzy C-Means Algorithm. CoRR (2013)
Souvik Kundu, Subhodip Biswas, Swagatam Das, Digbalay Bose
A Selective Teaching-Learning Based Niching Technique with Local Diversification Strategy. SEMCCO (2012)
Digbalay Bose, Souvik Kundu, Subhodip Biswas, Swagatam Das
Circular Antenna Array Design Using Novel Perturbation Based Artificial Bee Colony Algorithm. SEMCCO (2012)
Subhodip Biswas, Digbalay Bose, Souvik Kundu
A Clustering Particle Based Artificial Bee Colony Algorithm for Dynamic Environment. SEMCCO (2012)
Souvik Kundu, Digbalay Bose, Subhodip Biswas
Differential Evolution with a Relational Neighbourhood-Based Strategy for Numerical Optimization. SEMCCO (2012)
Digbalay Bose, Subhodip Biswas, Souvik Kundu, Swagatam Das
A Strategy Pool Adaptive Artificial Bee Colony Algorithm for Dynamic Environment through Multi-population Approach. SEMCCO (2012)
Subhodip Biswas, Souvik Kundu, Digbalay Bose, Swagatam Das
Cooperative Co-evolutionary Teaching-Learning Based Algorithm with a Modified Exploration Strategy for Large Scale Global Optimization. SEMCCO (2012)