The 39th Annual Conference on Neural Information Processing Systems (NeurIPS) was capped off by a series of firsts for the InstaDeep team, with researchers leading the way in exch...
NeurIPS 2025...
on Dec 16, 2025 | 01:52pm
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MEMENTO: Memory-Enhanced Neural Solvers for Routing Problems...
on Nov 25, 2025 | 01:39pm
Combinatorial optimisation (CO) problems are among the hardest challenges in computer science, with real-world importance in logistics, transport, and energy systems. These proble...
Breaking the Performance Ceiling in Reinforcement Learning...
on Nov 18, 2025 | 01:50pm
Reinforcement learning (RL) has delivered some of AI’s most striking successes, from human-level Atari 1 play to world-class performance in Go2. Yet when applied to messy, real-...
Oryx: InstaDeep’s scalable sequence model for multi-agent coord...
on Nov 11, 2025 | 01:51pm
Multi-agent reinforcement learning (MARL) holds significant promise across domains such as autonomous driving, warehouse logistics, intelligent rail networks, and satellite alignm...
Genome annotation with SegmentNT...
on Oct 29, 2025 | 11:30am
Nucleotides are the fundamental units of DNA, and when linked together by a sugar-phosphate backbone, they form the strands that define our genome. Analysing the precise role o...
AI Day 2025: Powering biology with a full-stack AI ecosystem...
on Oct 13, 2025 | 10:11am
BioNTech hosted its annual AI Day at the Science Museum in London, the second event in their Innovation Series. The day brought together investors, analysts, media representatives...
Introducing DEgym: A framework for developing Reinforcement Learn...
on Sep 16, 2025 | 02:59pm
Reinforcement learning (RL) is increasingly being applied to complex processes across science and engineering, with promising results in manufacturing, biology, and energy systems...
Advancing AI with Bayesian Flow Networks...
on Sep 04, 2025 | 11:57am
By Alex Graves The story of Bayesian Flow Networks (BFNs) took years to take shape. In 2010, I was working with autoregressive models and repeatedly ran into the same constr...
Hand in Hand for Africa’s AI Future – InstaDeep at Deep L...
on Aug 29, 2025 | 12:57pm
Africa's AI community gathers annually for the Deep Learning Indaba to exchange ideas, learn, and dream big. As InstaDeep we have supported this journey from the start, both throu...
Talking biology with ChatNT...
on Jun 06, 2025 | 10:29am
As AI continues to reshape our understanding of the biological landscape, DNA, RNA, and protein sequence models are rapidly emerging—each promising to be faster, more capable, a...
Research
Bayes-PD: Exploring a Sequence to Binding Bayesian Neural Network model trained on Phage Display data
NeurIPS 2025 - Structured Probabilistic Inference & Generative Modeling Jan 2026
GeoGraph: Geometric and Graph-based Ensemble Descriptors for Intrinsically Disordered Proteins
NeurIPS 2025 Workshops Jan 2026
Annotating the genome at single-nucleotide resolution with DNA foundation models
Nature Methods (2025) Jan 2026
Assessing data size requirements for training generalizable sequence-based TCR specificity models via pan-allelic MHC-I point-mutation ligandome evaluation
Scientific Reports Dec 2025
MEMENTO: Memory-Enhanced Neural Solvers for Routing Problems
NeurIPS 2025 (Spotlight) Nov 2025
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