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Top AI Research Highlights from February to August 2025

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Citations

CVPR 2025 Unveils the Latest Trends in Artificial Intelligence (AI,) Image and Video Synthesis, Neural Networks, and 3D Computer

https://cvpr.thecvf.com/Conferences/2025/News/Wrap

[PDF] Future of AI Research - AAAI

https://aaai.org/wp-content/uploads/2025/03/AAAI-2025-PresPanel-Report-FINAL.pdf

The 2025 AI Index Report | Stanford HAI

https://hai.stanford.edu/ai-index/2025-ai-index-report

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

Kosmos-2: Grounding Multimodal Large Language Models to the World - Microsoft Research

https://www.microsoft.com/en-us/research/publication/kosmos-2-grounding-multimodal-large-language-models-to-the-world/

Kosmos-2: Grounding Multimodal Large Language Models to the World - Microsoft Research

https://www.microsoft.com/en-us/research/publication/kosmos-2-grounding-multimodal-large-language-models-to-the-world/

Kosmos-2: Grounding Multimodal Large Language Models to the World - Microsoft Research

https://www.microsoft.com/en-us/research/publication/kosmos-2-grounding-multimodal-large-language-models-to-the-world/

Vision Language Models (Better, faster, stronger)

https://huggingface.co/blog/vlms-2025

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

The 2025 AI Index Report | Stanford HAI

https://hai.stanford.edu/ai-index/2025-ai-index-report

The 2025 AI Index Report | Stanford HAI

https://hai.stanford.edu/ai-index/2025-ai-index-report

Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models - ACL Anthology

https://aclanthology.org/2025.acl-long.618/

Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models - ACL Anthology

https://aclanthology.org/2025.acl-long.618/

Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models - ACL Anthology

https://aclanthology.org/2025.acl-long.618/

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

FACT SHEET - ICLR 2025 draft

https://media.iclr.cc/Conferences/ICLR2025/ICLR2025_Fact_Sheet.pdf

Vision Language Models (Better, faster, stronger)

https://huggingface.co/blog/vlms-2025

SLIM: One-shot Quantization and Sparsity with Low-rank ...

https://research.nvidia.com/publication/2025-06_slim-one-shot-quantization-and-sparsity-low-rank-approximation-llm-weight

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

ICML 2025 Preview

https://hyperlab.hits.ai/en/blog/ICML2025-preview

https://creddy.net/papers/AAAI25.pdf

[PDF] Neural-Symbolic Collaborative Distillation: Advancing Small ...

https://www.semanticscholar.org/paper/Neural-Symbolic-Collaborative-Distillation%3A-Small-Liao-He/d2ea21e36ea31d9bd880b161b91986c94a46af3f

[PDF] Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies ...

https://www.lamda.nju.edu.cn/huwc/paper/AAAI25-ABL_Refl-poster.pdf

Vision Language Models (Better, faster, stronger)

https://huggingface.co/blog/vlms-2025

Vision Language Models (Better, faster, stronger)

https://huggingface.co/blog/vlms-2025

Vision Language Models (Better, faster, stronger)

https://huggingface.co/blog/vlms-2025

CVPR 2025 Unveils the Latest Trends in Artificial Intelligence (AI,) Image and Video Synthesis, Neural Networks, and 3D Computer

https://cvpr.thecvf.com/Conferences/2025/News/Wrap

CVPR 2025 Unveils the Latest Trends in Artificial Intelligence (AI,) Image and Video Synthesis, Neural Networks, and 3D Computer

https://cvpr.thecvf.com/Conferences/2025/News/Wrap

The 2025 AI Index Report | Stanford HAI

https://hai.stanford.edu/ai-index/2025-ai-index-report

Vision Language Models (Better, faster, stronger)

https://huggingface.co/blog/vlms-2025

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

China tops the world in artificial intelligence publications, database ...

https://www.science.org/content/article/china-tops-world-artificial-intelligence-publications-database-analysis-reveals

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

The state of global AI research – Emerging Technology Observatory

https://eto.tech/blog/state-of-global-ai-research/

18 Papers Accepted at ICLR 2025

https://www.a-star.edu.sg/cfar/news/news/features/18-papers-accepted-at-iclr-2025

China tops the U.S. on AI research in over half of the hottest fields

https://www.axios.com/2024/05/03/ai-race-china-us-research

China and the U.S. produce more impactful AI research ... - Nature

https://www.nature.com/articles/s41598-024-79863-5

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