Parameswaran Kamalaruban
PulseAugur coverage of Parameswaran Kamalaruban — every cluster mentioning Parameswaran Kamalaruban across labs, papers, and developer communities, ranked by signal.
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New method FairTPT enhances fairness in vision-language models
Researchers have developed FairTPT, a novel method for test-time adaptation that improves the fairness of vision-language models. This approach addresses biases in models like CLIP without requiring retraining, which is…
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New LoRA fine-tuning methods enhance fairness in vision transformers
Researchers have developed new strategies for fairness-aware Low-Rank Adaptation (LoRA) fine-tuning of pre-trained vision transformers. These methods aim to improve fairness without requiring sensitive attribute labels …
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MINT framework enhances zero-shot prediction for financial transaction data
Researchers have introduced MINT (Multimodal Instruction Network for Transactions), a new framework designed to improve zero-shot prediction for financial transaction data. MINT connects a transaction sequence encoder t…