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researcher

Iain Melvin

5 papers hereh-index 214 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedMCTR: Multi Camera Tracking Transformer

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CL2025

DiscussLLM: Teaching Large Language Models When to Speak

Deep Anil Patel, Iain Melvin, Christopher Malon +1

Large Language Models (LLMs) have demonstrated remarkable capabilities in understanding and generating human-like text, yet they largely operate as reactive agents, responding only…

cs.CV2025

Group Relative Augmentation for Data Efficient Action Detection

Deep Anil Patel, Iain Melvin, Zachary Izzo +1

Adapting large Video-Language Models (VLMs) for action detection using only a few examples poses challenges like overfitting and the granularity mismatch between scene-level pre-tr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.