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The frontier of LLMs @ NeurIPS '25
5 research themes and 70+ papers to understand the jagged line of what's now and what's next
Nov 30, 2025
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Prakash Kagitha
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Chain of thought is computation
Framework to understand "thinking" in LLMs, from Dale Schuurmans's keynote at Reinforcement Learning Conference.
Nov 7, 2025
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Prakash Kagitha
1
September 2025
Large reasoning models research at COLM 2025
State of research in scaling reasoning, the current paradigm for improving LLMs
Sep 13, 2025
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Prakash Kagitha
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July 2024
ICML 2024 Orals (top 10%): Summaries of interesting papers
ICML, one of the top machine learning conferences, is happening this week.
Jul 23, 2024
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Prakash Kagitha
February 2021
Knowledge Distillation Research Review
The latest advances and insights for Neural Network model compression with Knowledge Distillation
Feb 5, 2021
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Prakash Kagitha
January 2021
Neural Network Quantization Research Review
The latest advances and insights for Neural Network model compression with Quantization
Jan 19, 2021
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Prakash Kagitha
December 2020
Neural Network Pruning Research Review 2020
The latest advances and insights towards Neural Network model compression with Pruning
Dec 24, 2020
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Prakash Kagitha
NeurIPS 2020 Papers: Takeaways of a Deep Learning Engineer (Part 2 of 3)— Computer Vision
NeurIPS 2020 Papers: Takeaways of a Deep Learning Engineer— Computer Vision
Dec 5, 2020
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Prakash Kagitha
November 2020
NeurIPS 2020 Papers: A Deep Learning Engineer’s Takeaway
NeurIPS 2020 Papers: Takeaways for a Deep Learning Engineer
Nov 27, 2020
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Prakash Kagitha
April 2020
ICLR 2020 papers: On Compositional/Systematic generalization (including ours)
An introduction to systematic generalization and a summary of 4 papers from ICLR 2020
Apr 26, 2020
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Prakash Kagitha
October 2019
Computer Vision and Computer Vision applied
Computer Vision is a scientific endeavor that aims to automate the human visual system, not necessarily aims to imitate it but emulate all the ability…
Oct 24, 2019
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Prakash Kagitha
December 2018
NIPS/NeurIPS 2018: Best* of the First Two Poster Sessions
NeurIPS is a great conference attracting the state of the art in almost every aspect of machine learning research.
Dec 4, 2018
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Prakash Kagitha
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