- Active inference and speech motor control
2026/04/20 by Abigail Bradshaw, Clare Press, Matthew H. Davis · 1 voice · 1 citation
Neuroscience · Psychology · #Action (physics) #Action Observation and Synchronization #Control (management) #Embodied and Extended Cognition #Inference #Motor Control and Adaptation #Motor control #Neurocomputational speech processing #Process (computing) #Sensory system #Speech production
- Deep models of protein evolution in time generate realistic evolutionary trajectories and functional proteins
2026/02/20 by Antoine Koehl, Sebastian Prillo, Matthew J. Liu +4 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #Coevolution #Enzyme Structure and Function #Epistasis #Evolutionary algorithm #Generative model #Genomics and Phylogenetic Studies #Inference #Phylogenetic tree #Protein Structure and Dynamics #Protein evolution #Protein sequencing #Sequence (biology) #Sequence space
- The nature and prevalence of diversification rate shifts across the Tree of Life
2026/01/30 by Bjørn Tore Kopperud, Alessio Capobianco, John T. Clarke +2 · 2 voices · 1 citation
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · #Diversification (marketing strategy) #Evolution and Genetic Dynamics #Evolution and Paleontology Studies #Extinction (optical mineralogy) #Genomics and Phylogenetic Studies #Inference #Species richness #Taxon #Tree (set theory)
- Assessing Ancient DNA Sampling Strategies for Natural Selection Inference in Humans Using Allele Frequency Time Series Data
2026/01/30 by Lucas Anchieri, Carlos Eduardo G. Amorim, Samuel Neuenschwander +1 · 2 voices
Biochemistry, Genetics and Molecular Biology · Social Sciences · #Ancient DNA #Benchmark (surveying) #Forensic and Genetic Research #Genetic diversity and population structure #Inference #Locus (genetics) #Pleistocene-Era Hominins and Archaeology #Sample size determination #Sampling (signal processing) #Selection (genetic algorithm) #Series (stratigraphy) #Time series
- Challenges and Research Directions for Large Language Model Inference Hardware
2026/01/08 by Xiaoyu Ma, David Patterson · 13 voices · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Architecture #Big Data and Digital Economy #Focus (optics) #Inference #Interconnection #Language model #Machine Learning in Materials Science #Memory bandwidth #Mobile device #Speedup
- PHOTON: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation
2025/12/22 by Yuma Ichikawa, Ichikawa, Yuma, Naoya Takagi +7 · 9 voices
Computer Science · #Advanced Neural Network Applications #Autoregressive model #Caching and Content Delivery #Context (archaeology) #Decoding methods #Hierarchy #Inference #Language model #Natural Language Processing Techniques #Security token #Transformer
- Discovering gravitational waveform distortions from lensing: A deep dive into GW231123
2025/12/18 by Juno C. L. Chan, Juno C. L. Chan, Jose María Ezquiaga +12 · 3 citations
Physics and Astronomy · #Astrophysical Phenomena and Observations #Cosmology and Gravitation Theories #Dark Matter and Cosmic Phenomena #Dark matter #Feature (linguistics) #Gamma-ray bursts and supernovae #Gravitational lens #Gravitational wave #Inference #Interferometry #Large Synoptic Survey Telescope #Noise (video) #Pulsars and Gravitational Waves Research #Statistical inference #Universe #Waveform
- Universal Reasoning Model
2025/12/16 by Zitian Gao, Lynx Chen, Gao, Zitian +13 · 8 voices · 1 citation
Computer Science · #Artificial Intelligence in Games #Automated reasoning #Code (set theory) #Explainable Artificial Intelligence (XAI) #Inductive reasoning #Inference #Model-based reasoning #Multimodal Machine Learning Applications #Non-monotonic logic #Transformer
- Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models
2025/12/16 by Shufan Li, Jiuxiang Gu, Li, Shufan +11 · 3 citations
Computer Science · #Consistency (knowledge bases) #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Inference #Language model #Multimodal Machine Learning Applications #Process (computing) #Range (aeronautics) #Sampling (signal processing) #Speedup #cs.CV
- TokenPowerBench: Benchmarking the Power Consumption of LLM Inference
2025/12/02 by Chenxu Niu, Niu, Chenxu, Wei Zhang +10 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Benchmark (surveying) #Benchmarking #Big Data and Digital Economy #Computers and Society (cs.CY) #Context (archaeology) #Distributed #Energy consumption #FOS: Computer and information sciences #Green IT and Sustainability #Inference #Machine Learning (cs.LG) #Measure (data warehouse) #Parallel #Parallel Computing and Optimization Techniques #Pipeline (software) #Power (physics) #Security token #and Cluster Computing (cs.DC)
- AutoNeural: Co-Designing Vision-Language Models for NPU Inference
2025/12/02 by Wei Chen, Chen, Wei, L. H. Wu +24 · 2 citations
Computer Science · #Advanced Neural Network Applications #Bounded function #Decoding methods #Domain Adaptation and Few-Shot Learning #Encoder #End-to-end principle #Inference #Memory footprint #Multimodal Machine Learning Applications #Quantization (signal processing) #Transformer #cs.CL
- How Do LLMs Use Their Depth?
2025/10/21 by Akshat Gupta, Jay Yeung, Gupta, Akshat +5 · 2 voices · 4 citations
Computer Science · #Causal inference #Computational model #Function (biology) #Inference #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Recall #TRACE (psycholinguistics) #Task (project management) #Topic Modeling #cs.AI #cs.CL
- Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
2025/10/16 by Samuel J. Paech, Samuel Paech, Allen Roush +6 · 11 voices
Computer Science · #Backtracking #Code (set theory) #Inference #Language model #Natural Language Processing Techniques #Pipeline (software) #Quality (philosophy) #Security token #Text Readability and Simplification #Topic Modeling #cs.CL #cs.LG
- Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models
2025/10/13 by Samuel Lippl, Lippl, Samuel, Thomas McGee +13 · 2 voices · 2 citations
Computer Science · #Automated reasoning #Generalization #Geometric primitive #Graph #Inference #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Spatial intelligence #Task (project management) #Topic Modeling #Tracing
- Predictively Oriented Posteriors
2025/10/02 by Yann McLatchie, Badr-Eddine Cherief-Abdellatif, McLatchie, Yann +5 · 1 voice · 2 citations
Engineering · Mathematics · #Bayes factor #Bayes' theorem #Bayesian inference #Bayesian probability #Inference #Interpretation (philosophy) #Langevin dynamics #Prior probability #Statistical inference #Topology Optimization in Engineering #Uncertainty quantification #stat.ME #stat.ML
- Modeling Others' Minds as Code
2025/09/29 by Kunal Jha, Aydan Yuenan Huang, Jha, Kunal +7 · 10 voices · 2 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Action (physics) #Behavioral modeling #Code (set theory) #Complex Systems and Decision Making #Inference #Key (lock) #Multi-Agent Systems and Negotiation #Opinion Dynamics and Social Influence #Probabilistic logic #Property (philosophy) #Rationality #Space (punctuation)
- ChunkLLM: A Lightweight Pluggable Framework for Accelerating LLMs Inference
2025/09/28 by Haojie Ouyang, Jianwei Lv, Ouyang, Haojie +10 · 7 voices
Computer Science · #Adapter (computing) #Benchmark (surveying) #Cache #Feature selection #Handwritten Text Recognition Techniques #Inference #Natural Language Processing Techniques #Security token #Speedup #Topic Modeling #Transformer
- SimpleFold: Folding Proteins is Simpler than You Think
2025/09/23 by Yuyang Wang, Jingsheng Lu, Jiarui Lu +9 · 9 voices · 6 citations
Engineering · #Advanced Materials and Mechanics #Embedding #Folding (DSP implementation) #Generative grammar #Inference #Protein design #Protein folding #Transformer
- Pre-training under infinite compute
2025/09/18 by Konwoo Kim, Kim, Konwoo, Suhas Kotha +5 · 7 voices · 6 citations
Computer Science · #Asymptote #Inference #Machine Learning and Data Classification #Monotonic function #Natural Language Processing Techniques #Scale (ratio) #Scaling #Security token #Simple (philosophy) #Square (algebra) #Topic Modeling
- Viro3D: a comprehensive database of virus protein structure predictions
2025/09/16 by Ulad Litvin, Spyros Lytras, Alexander Jack +3 · 2 voices · 12 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Bacteriophages and microbial interactions #Divergence (linguistics) #Function (biology) #Inference #Mutation #Phylogenetic tree #Phylogenetics #Protein structure #RNA and protein synthesis mechanisms #Viral evolution #Viral protein #Virus #vaccines and immunoinformatics approaches
- Multi-branch semantic alignment for few-shot image classification
2025/09/16 by Zijun Zheng, Heng Wu, Laishui Lv +4 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Convolutional neural network #Domain Adaptation and Few-Shot Learning #Feature (linguistics) #Field (mathematics) #Inference #Multimodal Machine Learning Applications #Pattern recognition (psychology) #Process (computing) #Semantic feature #Semantics (computer science)
- Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
2025/09/10 by Joachim Baumann, Baumann, Joachim, Paul Röttger +11 · 7 voices · 24 citations
Computer Science · Medicine · Social Sciences · #Annotation #Artificial Intelligence in Healthcare and Education #Causal inference #Computational and Text Analysis Methods #Estimator #Hacker #Inference #Language model #Selection (genetic algorithm) #Task (project management) #Topic Modeling #Variation (astronomy) #cs.AI #cs.CL #cs.LG
- World Modeling with Probabilistic Structure Integration
2025/09/10 by Klemen Kotar, Kotar, Klemen, Wanhee Lee +30 · 3 voices · 4 citations
Computer Science · #Autoregressive model #Graphical model #Inference #Object (grammar) #Probabilistic logic #Sequence (biology) #Set (abstract data type) #Statistical model #Time Series Analysis and Forecasting #Variety (cybernetics)
- Cortical networks with multiple interneuron types generate oscillatory patterns during predictive coding
2025/09/10 by Kwangjun Lee, Cyriel M. A. Pennartz, Jorge F. Mejías · 1 voice · 2 citations
Neuroscience · #Artificial neural network #Biological neural network #Coding (social sciences) #Computational neuroscience #Functional Brain Connectivity Studies #Hebbian theory #Inference #Internal model #Neural dynamics and brain function #Neuroscience and Music Perception #Novelty #Predictive coding #Sensory system
- Inferring to the Best Explanation from Uncertain Evidence
2025/09/10 by Finnur Dellsén · 1 voice · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #Best evidence #Causal inference #Explainable Artificial Intelligence (XAI) #Inference #Statistical inference
- Estimating Waiting Distances between Genealogy Changes under a Multi-Species Extension of the Sequentially Markov Coalescent
2025/09/09 by Patrick McKenzie, Deren A. R. Eaton · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · #Bayesian probability #Coalescent theory #Effective population size #Generalization #Genetic Mapping and Diversity in Plants and Animals #Genetic diversity and population structure #Genome #Genomics and Phylogenetic Studies #Inference #Markov chain #Phylogenetic tree #Population #Tree (set theory)
- A causal framework for the drivers of animal social network structure
2025/09/08 by Ben Kawam, Julia Ostner, Richard McElreath +2 · 1 voice · 2 citations
Agricultural and Biological Sciences · Psychology · Social Sciences · #Animal Behavior and Reproduction #Bayesian network #Bayesian probability #Causal inference #Causal model #Causal structure #Estimator #Evolutionary Game Theory and Cooperation #Inference #Primate Behavior and Ecology #Set (abstract data type) #Statistical inference #Workflow
- The Perils of Omitting Omissions when Modeling Evidence Accumulation
2025/09/07 by Xiamin Leng, Alexander Fengler, Amitai Shenhav +1 · 1 voice · 1 citation
Computer Science · Decision Sciences · Medicine · #Class (philosophy) #Constant (computer programming) #Data-Driven Disease Surveillance #Explainable Artificial Intelligence (XAI) #Inference #Meta-analysis and systematic reviews #Process (computing) #Relation (database) #Reliability (semiconductor) #Sampling (signal processing) #Statistical inference
- Advancing causal inference in ecology: Pathways for biodiversity change detection and attribution
2025/09/04 by Franziska Schrodt, Miriam Beck, Joaquim Estopinan +16 · 1 voice · 3 citations
Computer Science · Environmental Science · Mathematics · Psychology · #Advanced Causal Inference Techniques #Artificial intelligence #Attribution #Bayesian Modeling and Causal Inference #Biodiversity #Biology #Causal inference #Climate change #Computer science #Ecology #Econometrics #Environmental change #Environmental resource management #Environmental science #Geography #Inference #Mathematics #Psychology #Species Distribution and Climate Change
- Robust and accurate Bayesian inference of genome-wide genealogies for hundreds of genomes
2025/09/01 by Yun Deng, Rasmus Nielsen, Yun S. Song · 1 voice · 15 citations
Biochemistry, Genetics and Molecular Biology · #Bayes' theorem #Bayesian inference #Bayesian probability #Genetic diversity and population structure #Genome #Genomics #Genomics and Phylogenetic Studies #Identity by descent #Inference #Introgression #Population #RNA and protein synthesis mechanisms #Robustness (evolution)
more