2026
HALO: A Physics-Aware LLM Agent Framework for Nanophotonic Design
HALO: A Physics-Aware LLM Agent Framework for Nanophotonic Design
2026
SceneBind: Binding What and Where Across Vision, Audio and Language
SceneBind: Binding What and Where Across Vision, Audio and Language
2026
The Global Empirical NTK: Self-Referential Bias and Dimensionality of Gradient Descent Learning
The Global Empirical NTK: Self-Referential Bias and Dimensionality of Gradient Descent Learning
2026
DiffuMask: Diffusion Language Model for Token-level Prompt Pruning
DiffuMask: Diffusion Language Model for Token-level Prompt Pruning
2026
RPNT: Robust Pre-trained Neural Transformer – A Pathway for Generalized Motor Decoding
RPNT: Robust Pre-trained Neural Transformer – A Pathway for Generalized Motor Decoding
2025
Flowing from Reasoning to Motion: Learning 3D Hand Trajectory Prediction from Egocentric Human Interaction Videos
Flowing from Reasoning to Motion: Learning 3D Hand Trajectory Prediction from Egocentric Human Interaction Videos
2025
Advantages of Broadband Metalenses for Generalizable Image Classification
Advantages of Broadband Metalenses for Generalizable Image Classification
2025
Neural Tangent Knowledge Distillation for Optical Convolutional Networks
Neural Tangent Knowledge Distillation for Optical Convolutional Networks
2025
SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding
SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding
2025
KPFlow: An Operator Perspective on Dynamic Collapse Under Gradient Descent Training of Recurrent Networks
KPFlow: An Operator Perspective on Dynamic Collapse Under Gradient Descent Training of Recurrent Networks
2025
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
2025
IGSM: Improved Geometric and Sensitivity Matching for Finetuning Pruned Diffusion Models
IGSM: Improved Geometric and Sensitivity Matching for Finetuning Pruned Diffusion Models
2025
modWorm: Modular Neural and Biomechanical Model of C. elegans Behavior
modWorm: Modular Neural and Biomechanical Model of C. elegans Behavior
2025
Hearing Anywhere in Any Environment
Hearing Anywhere in Any Environment
2025
SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
2025
OpenLabCluster: Active Learning Clustering for Animal Behavior in Video
OpenLabCluster: Active Learning Clustering for Animal Behavior in Video
2025
Compressed Meta-Optical Encoder for Image Classification
Compressed Meta-Optical Encoder for Image Classification
2024
Tell What You Hear From What You See: Video-to-Audio Generation Through Text
Tell What You Hear From What You See: Video-to-Audio Generation Through Text
2024
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
2024
Lyapunov-Guided Representation of Recurrent Neural Network Performance
Lyapunov-Guided Representation of Recurrent Neural Network Performance
2024
Brain-to-Text Decoding with Context-Aware Neural Representations and LLMs
Brain-to-Text Decoding with Context-Aware Neural Representations and LLMs
2024
Transferable Polychromatic Optical Encoder for Neural Networks
Transferable Polychromatic Optical Encoder for Neural Networks
2024
VAB: A Unified Model for Audio-Visual Representation and Generation
VAB: A Unified Model for Audio-Visual Representation and Generation
2024
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
2024
Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation
Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation
2024
Let the Beat Follow You – Creating Interactive Drum Sounds From Body Rhythm
Let the Beat Follow You – Creating Interactive Drum Sounds From Body Rhythm
2024
EP-GAN: Generation of Biophysical Neuron Model Parameters from Electrophysiological Responses
EP-GAN: Generation of Biophysical Neuron Model Parameters from Electrophysiological Responses
2023
Evolutionary Algorithms as an Alternative to Backpropagation for Biophysical Neural Networks and Neural ODEs
Evolutionary Algorithms as an Alternative to Backpropagation for Biophysical Neural Networks and Neural ODEs
2023
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
2023
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neural Activity
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neural Activity
2023
AL-SAR: Active Learning for Skeleton-Based Action Recognition
AL-SAR: Active Learning for Skeleton-Based Action Recognition
2023
BEE: Audio Scene Reconstruction by Sparse Audio-Visual Samples
BEE: Audio Scene Reconstruction by Sparse Audio-Visual Samples
2023
TKIL: Tangent Kernel Optimization for Class Balanced Incremental Learning
TKIL: Tangent Kernel Optimization for Class Balanced Incremental Learning
2023
To reverse engineer an entire nervous system
To reverse engineer an entire nervous system
2023
Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos
Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos
2022
INRAS: Implicit Neural Representation for Audio Scenes
INRAS: Implicit Neural Representation for Audio Scenes
2022
Statistical perspective on functional and causal neural connectomics: The Time-Aware PC algorithm
Statistical perspective on functional and causal neural connectomics: The Time-Aware PC algorithm
2022
HYPERPRUNING: EFFICIENT PRUNING THROUGH LYAPUNOV METRIC HYPERSEARCH
HYPERPRUNING: EFFICIENT PRUNING THROUGH LYAPUNOV METRIC HYPERSEARCH
2022
STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer
STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer
2021
How Does it Sound? Generation of Rhythmic Soundtracks for Human Movement Videos
How Does it Sound? Generation of Rhythmic Soundtracks for Human Movement Videos
2021
Knowledge distillation circumvents nonlinearity for optical convolutional neural networks
Knowledge distillation circumvents nonlinearity for optical convolutional neural networks
2020
Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements
Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements
2020
Sparse Semi-Supervised Action Recognition with Active Learning
Sparse Semi-Supervised Action Recognition with Active Learning
2020
Audeo: Audio Generation for a Silent Performance Video
Audeo: Audio Generation for a Silent Performance Video
2020
Driving the Connectome by-Wire: Comment on Synthetic Connectomics
Driving the Connectome by-Wire: Comment on Synthetic Connectomics
2020
Deep Reinforcement Learning for Neural Control
Deep Reinforcement Learning for Neural Control
2020
BI-MAML: Balanced Incremental Approach for Meta Learning
BI-MAML: Balanced Incremental Approach for Meta Learning
2020
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition
2019
Neural Interactome: Interactive Simulation of a Neuronal System
Neural Interactome: Interactive Simulation of a Neuronal System
2019
Optical Frontend for a Convolutional Neural Network
Optical Frontend for a Convolutional Neural Network
2018
Audio to Body Dynamics
Audio to Body Dynamics
2018
Functional connectomics from neural dynamics: probabilistic graphical models for neuronal network of Caenorhabditis elegans
Functional connectomics from neural dynamics: probabilistic graphical models for neuronal network of Caenorhabditis elegans
2017
Classification of Fixed Point Network Dynamics from Multiple Node Timeseries Data
Classification of Fixed Point Network Dynamics from Multiple Node Timeseries Data
2016
Neural Integration Underlying a Time-Compensated Sun Compass in the Migratory Monarch Butterfly
Neural Integration Underlying a Time-Compensated Sun Compass in the Migratory Monarch Butterfly
2014
Low-Dimensional Functionality in the C. elegans Connectome
Low-Dimensional Functionality in the C. elegans Connectome
2014
Flower Discrimination by Pollinators in a Dynamic Chemical Environment
Flower Discrimination by Pollinators in a Dynamic Chemical Environment
2014
Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe
Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe
2012
Neural Dynamics, Bifurcations, and Firing Rates in a Quadratic Integrate-and-Fire Model with a Recovery Variable. I: Deterministic Behavior
Neural Dynamics, Bifurcations, and Firing Rates in a Quadratic Integrate-and-Fire Model with a Recovery Variable. I: Deterministic Behavior