International Conference on Machine Learning
PulseAugur coverage of International Conference on Machine Learning — every cluster mentioning International Conference on Machine Learning across labs, papers, and developer communities, ranked by signal.
- 2026-07-07 research_milestone The 43rd International Conference on Machine Learning (ICML 2026) awarded its top papers and addressed issues of LLM misuse in reviewing. source
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Nvidia's DreamDojo paper faces scrutiny over bugs and questionable results at ICML
A recent paper from Nvidia detailing a robotics world model called DreamDojo, based on their prior Cosmos 2.5 work, has been accepted as a spotlight presentation at the International Conference on Machine Learning (ICML…
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Apple unveils Normalizing Trajectory Models for faster AI image generation
Apple Machine Learning Research has introduced Normalizing Trajectory Models (NTM), a novel approach to generative modeling that maintains exact likelihood training even with a few coarse sampling steps. Unlike previous…
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New research clarifies optimal scales for machine learning learnability
A new research paper titled "Scale-Sensitive Shattering: Learnability and Evaluability at Optimal Scale" delves into the optimal scales for real-valued function classes to exhibit uniform convergence and learnability. T…
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Apple Research Uncovers Confidence Limits in Diffusion Models
Apple Machine Learning Research has published a paper detailing the limitations of confidence in diffusion models, particularly concerning token dependencies. The research highlights that current methods often fail to a…
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AI researchers grapple with novelty concerns in top conferences
Researchers in fields like computer vision are increasingly concerned about demonstrating novelty in their submissions to top AI conferences. With thousands of papers published annually, it's challenging to distinguish …
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AI Research Trend Atlas offers topic analytics for major conferences
The AI Research Trend Atlas provides topic analytics for accepted papers from major AI conferences, including ACL, EMNLP, ICLR, ICML, NeurIPS, and NAACL, starting from 2023. This tool aims to offer insights into researc…
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Apple researchers improve federated learning convergence rates
Apple Machine Learning Research has published a paper detailing advancements in federated variational inequalities. The research addresses the gap in convergence rates for federated optimization problems, proposing new …
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Structured Features Overfit in ML Models, New Research Shows
Researchers have demonstrated that structured feature maps in over-parameterized ridge regression can lead to overfitting, contrasting with unstructured random feature maps that generalize. Specifically, a band-limited …
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Apple unveils SimpleDesign for joint protein sequence and structure modeling
Apple researchers have developed SimpleDesign, a novel model for protein sequence and structure codesign. Unlike previous multi-stage approaches, SimpleDesign uses a single-stage, end-to-end objective that directly mode…
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New dataset reveals deepfake detectors fail on smartphone photos
A new paper introduces LAION-Mobile, a dataset of one million smartphone photos, to evaluate deepfake detectors. Researchers found that current detectors perform poorly on images processed by modern smartphone computati…
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New SHADOWBENCH benchmark improves evaluation of AI-generated math code
Researchers have introduced SHADOWBENCH, a new benchmark designed to more reliably evaluate the semantic alignment of autoformalized mathematical statements. This benchmark utilizes a novel metric called SA-Pass, which …
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ML/DL student seeks roadmap for research publication at top conferences
A user on the r/MachineLearning subreddit is seeking guidance after completing their studies in Machine Learning and Deep Learning. Their ultimate goal is to conduct research at the level of top conferences like NeurIPS…
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AI in Customer Support Faces Scrutiny Amidst Conference Insights
A researcher from AIRI, Arseniy Ivanov, shared his experiences attending the International Conference on Machine Learning (ICML) 2026. He presented two papers at the conference, which was his first A* level event, and f…
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New benchmark reveals LLM agents struggle with faithful scientific paper reproduction
Researchers have developed SA-Bench, a new benchmark designed to evaluate how accurately large language model agents can reproduce scientific papers. The benchmark identifies "semantic drift," where generated code devia…
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China leads IJCAI 2026 submissions but faces visa hurdles; new policy impacts author output
The IJCAI-ECAI 2026 conference saw a significant number of registrations from China, with 669 attendees, closely followed by Germany. Despite a high volume of paper submissions from China, exceeding 4000 and constitutin…
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AAAI 2027 acknowledges reviewer collusion and reproducibility issues
The AAAI 2027 conference organizers have acknowledged instances of collusion during the reviewer bidding and assignment process, particularly concerning "2-cycles" where authors mutually review each other's papers. This…
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Apple researchers unveil data mixture scaling laws for LLM pretraining
Apple Machine Learning Research has published findings on optimizing data mixtures for pretraining language models, particularly when dealing with limited target data. Their extensive study, involving over 2,000 trainin…
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NeurIPS and ICML 2025 position tracks favor critique over new direction, study finds
A new paper investigates the position tracks of the NeurIPS and ICML 2025 conferences, arguing that they are dominated by reformist critiques rather than direction-setting work. The audit of accessible submissions found…
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New AI framework streamlines health sciences peer review with human oversight
Researchers have developed a new framework for triple-blind, multi-LLM pre-screening of academic papers in health sciences to address the strain on traditional peer review. This system routes submissions through five st…
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Honor launches "Robot Phone" to redefine its AI identity
Honor has launched its "Robot Phone," a device featuring a mechanical gimbal for advanced interaction and tracking, priced at 9,999 yuan. This move positions Honor as a player in embodied AI, aiming to create a new narr…