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20232026
most citedCurriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning

1 citations · 3 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.CV2024★ 1 cited

Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning

Tian Liu, Huixin Zhang, Shubham Parashar +1

Few-shot recognition (FSR) aims to train a classification model with only a few labeled examples of each concept concerned by a downstream task, where data annotation cost can be p…

cs.CV2024★ 1 cited

The Neglected Tails in Vision-Language Models

Shubham Parashar, Zhiqiu Lin, Tian Liu +5

Vision-language models (VLMs) excel in zero-shot recognition but their performance varies greatly across different visual concepts. For example, although CLIP achieves impressive a…