Cover Image

Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Madan, Spandan, Xiao, Will, Cao, Mingran, Pfister, Hanspeter, Livingstone, Margaret, Kreiman, Gabriel
Format:	Preprint
Published:	2024
Subjects:	Signal Processing Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving generalization by mimicking the human visual diet
by: Madan, Spandan, et al.
Published: (2022)

LLM4PG: Adapting Large Language Model for Pathloss Map Generation via Synesthesia of Machines
by: Sun, Mingran, et al.
Published: (2025)

Multi-Modal Intelligent Channel Modeling: From Fine-tuned LLMs to Pre-trained Foundation Models
by: Bai, Lu, et al.
Published: (2026)

A LiDAR-Aided Channel Model for Vehicular Intelligent Sensing-Communication Integration
by: Huang, Ziwei, et al.
Published: (2024)

WiCo-PG: Wireless Channel Foundation Model for Pathloss Map Generation via Synesthesia of Machines
by: Sun, Mingran, et al.
Published: (2025)

Multi-Modal Intelligent Channel Modeling: A New Modeling Paradigm via Synesthesia of Machines
by: Bai, Lu, et al.
Published: (2024)

Adversarial Training: Enhancing Out-of-Distribution Generalization for Learning Wireless Resource Allocation
by: Liu, Shengjie, et al.
Published: (2025)

Sensing-Assisted LoS/NLoS Identification in Dynamic UAV Positioning Systems
by: Qiao, Huijuan, et al.
Published: (2026)

DNN-based Enhanced DOA Sensing via Massive MIMO Receiver with Switches-based Hybrid Architecture
by: Li, Yifan, et al.
Published: (2024)

The Indoor-Training Effect: unexpected gains from distribution shifts in the transition function
by: Bono, Serena, et al.
Published: (2024)

A Novel Tree Model-based DNN to Achieve a High-Resolution DOA Estimation via Massive MIMO receive array
by: Li, Yifan, et al.
Published: (2023)

Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models
by: Zhang, Feifan, et al.
Published: (2024)

DDD: A Perceptually Superior Low-Response-Time DNN-based Declipper
by: Yi, Jayeon, et al.
Published: (2024)

SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM)
by: Cheng, Xiang, et al.
Published: (2025)

Extremum Encoding for Joint Baseband Signal Compression and Time-Delay Estimation for Distributed Systems
by: Weiss, Amir, et al.
Published: (2024)

Selective Experience Sharing in Reinforcement Learning Enhances Interference Management
by: Dahal, Madan, et al.
Published: (2025)

Analytical and DNN-Aided Performance Evaluation of IRS-Assisted THz Communication Systems
by: Das, Soumendu, et al.
Published: (2025)

A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding
by: Weiss, Amir, et al.
Published: (2024)

Joint Scheduling of Multi-Band Radar Sensing and DNN Inference for Cross-Stage Parallelism
by: Du, Yanan, et al.
Published: (2026)

DNN based Two-stage Compensation Algorithm for THz Hybrid Beamforming with imperfect Hardware
by: Zhao, Wenqi, et al.
Published: (2024)

AI-Empowered RIS-Assisted Networks: CV-Enabled RIS Selection and DNN-Enabled Transmission
by: Hu, Conggang, et al.
Published: (2024)

DNN-Based Nulling Control Beam Focusing for Near-Field Multi-User Interference Mitigation
by: Karimi, Mohammadhossein, et al.
Published: (2025)

Safe-NEureka: a Hybrid Modular Redundant DNN Accelerator for On-board Satellite AI Processing
by: Tedeschi, Riccardo, et al.
Published: (2026)

Rec-RIR: Monaural Blind Room Impulse Response Identification via DNN-based Reverberant Speech Reconstruction in STFT Domain
by: Wang, Pengyu, et al.
Published: (2025)

SDP: A Unified Protocol and Benchmarking Framework for Reproducible Wireless Sensing
by: Zhang, Di, et al.
Published: (2026)

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges
by: Quan, Pengrui, et al.
Published: (2025)

Towards Intelligent Edge Sensing for ISCC Network: Joint Multi-Tier DNN Partitioning and Beamforming Design
by: Liu, Peng, et al.
Published: (2025)

Decentralized Algorithms for Out-of-System Interference Suppression in Distributed MIMO
by: Shaik, Zakir Hussain, et al.
Published: (2024)

Orchestrating Multimodal DNN Workloads in Wireless Neural Processing
by: Xu, Sai, et al.
Published: (2026)

RIS-Assisted D2D Communication in the Presence of Interference: Outage Performance Analysis and DNN-Based Prediction
by: Amiriara, Hamid, et al.
Published: (2024)

QuantFormer: Learning to Quantize for Neural Activity Forecasting in Mouse Visual Cortex
by: Calcagno, Salvatore, et al.
Published: (2024)

Microring Perceptron Sensing for Low-Power Radio-Frequency Detection with Quantum-Compatible Photonic Preprocessing
by: Wu, Bo-Han, et al.
Published: (2025)

Scoring ISAC: Benchmarking Integrated Sensing and Communications via Score-Based Generative Modeling
by: Chen, Lin, et al.
Published: (2025)

Channel Capacity-Aware Distributed Encoding for Multi-View Sensing and Edge Inference
by: Yang, Mingjie, et al.
Published: (2024)

Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework
by: Li, Hongru, et al.
Published: (2023)

Linear Inverse Problems Using a Generative Compound Gaussian Prior
by: Lyons, Carter, et al.
Published: (2024)

Self-Calibrating Integrate-and-Fire Time Encoding Machine
by: Mekel, Maya, et al.
Published: (2025)

Extraction of In-Phase and Quadrature Components by Time-Encoding Sampling
by: Shao, Y. H., et al.
Published: (2024)

Adaptive Compressed Integrate-and-Fire Time Encoding Machine
by: Karp, Vered, et al.
Published: (2025)

Adaptive Integrate-and-Fire Time Encoding Machine with Quantization
by: Omar, Aseel, et al.
Published: (2024)