Mainak Singha

Computer Science · Physical Sciences

4h-index111citations17works4.82yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(7), Multimodal Machine Learning Applications(6), Natural Language Processing Techniques(5), Advanced Image and Video Retrieval Techniques(4), Cancer-related molecular mechanisms research(3)

Publications17 total

Forecast-to-Fill: Benchmark-Neutral Alpha and Billion-Dollar Capacity in Gold Futures (2015-2025)
arXiv (Cornell University)·2025Open Access
HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues
Communications in computer and information science·2024
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation
arXiv (Cornell University)·2024Open Access
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning
arXiv (Cornell University)·2024Open Access
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery
2024· 3 cited
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
2024· 12 cited
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery
arXiv (Cornell University)·2024Open Access
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
arXiv (Cornell University)·2024Open Access
StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization
2024· 28 cited
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing
arXiv (Cornell University)·2023Open Access
AD-CLIP: Adapting Domains in Prompt Space Using CLIP
2023· 36 cited
HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues
arXiv (Cornell University)·2023Open Access
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
AD-CLIP: Adapting Domains in Prompt Space Using CLIP
arXiv (Cornell University)·2023· 1 citedOpen Access
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP
2023· 28 cited
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP
arXiv (Cornell University)·2023· 2 citedOpen Access
StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization
arXiv (Cornell University)·2023Open Access

Frequent Co-authors

Biplab Banerjee(16), Ankit Jha(8), Shirsha Bose(8), Ankit Jha(8), Harsh Pal(2), Bhupendra Solanki(2), Enrico Fini(2), Elisa Ricci(2), Ashwin Nair(2), Moloud Abdar(2), Sai Bhargav Rongali(2), Sarthak Mehrotra(2), Mohamad Hassan N C(2), Tanisha Gupta(2), Debabrata Pal(2), Naman Agarwal(2), Jose Aguilera-Toste(1), Vinayak Lahiri(1), Avigyan Bhattacharya(1), Munish Monga(1)