Utkarsh Tyagi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Speech Recognition

Visually Guided

Top Venues

Publications

Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, S. Ramaneswaran, Sakshi Singh, Dinesh Manocha
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha
VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap. CoRR (2024)
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. CoRR (2024)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramaneswaran S., S. Sakshi, Dinesh Manocha
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. ACL (1) (2024)
Sonal Kumar, Sreyan Ghosh, Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha
Do Vision-Language Models Understand Compound Nouns? CoRR (2024)
Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. CoRR (2024)
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Purva Chiniya, Utkarsh Tyagi, Ramani Duraiswami, Dinesh Manocha
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, S. Sakshi, Sanjoy Chowdhury, Dinesh Manocha
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. ACL (Findings) (2024)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S., Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. ICLR (2024)
Sanjoy Chowdhury, Sreyan Ghosh, Subhrajyoti Dasgupta, Anton Ratnarajah, Utkarsh Tyagi, Dinesh Manocha
AdVerb: Visually Guided Audio Dereverberation. CoRR (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha
DALE: Generative Data Augmentation for Low-Resource Legal NLP. CoRR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. EMNLP (2023)
Sreyan Ghosh, Utkarsh Tyagi, S. Ramaneswaran, Harshvardhan Srivastava, Dinesh Manocha
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition. INTERSPEECH (2023)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. ACL (1) (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha
DALE: Generative Data Augmentation for Low-Resource Legal NLP. EMNLP (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. SIGIR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. CoRR (2023)
Sanjoy Chowdhury, Sreyan Ghosh, Subhrajyoti Dasgupta, Anton Ratnarajah, Utkarsh Tyagi, Dinesh Manocha
AdVerb: Visually Guided Audio Dereverberation. ICCV (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Sakshi Singh, Sanjoy Chowdhury, Dinesh Manocha
ASPIRE: Language-Guided Augmentation for Robust Image Classification. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri, Rajiv Ratn Shah
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. CoRR (2022)
Divyashikha Sethia, Anil Singh Parihar, Aheli Ghosh, Tanish Grover, Deep Diwakar, Shivam Kumar, Utkarsh Tyagi
mFlameGaze: Mobile-Based Flame Gazing for Improving Sustained Attention. COMSNETS (2021)
Minni Jain, Rohit Beniwal, Aheli Ghosh, Tanish Grover, Utkarsh Tyagi
Classifying Question Papers with Bloom's Taxonomy Using Machine Learning Techniques. ICACDS (2) (2019)