conftrace_

deep neural network

1803 papers

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Also known as

DNN DNNS

Co-occurring keywords

neural network (6616) adversarial attack (1621) deep learning (2118) image classification (1944) representation learning (6206) model compression (3302) convolutional neural network (4226) automatic speech recognition (1774) speech enhancement (581) neural network optimization (1293)

Papers

TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin AAAI 2026
Improved Wildfire Spread Prediction with Time-Series Data and the WSTS+ Benchmark WACV 2026
On the Impact of Weight Quantization on Deep Neural Network Uncertainty AAAI 2026
ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks WACV 2026
Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026
Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation WACV 2026
Causality-Driven Audits of Model Robustness WACV 2026
Unnoticed Yet Effective: A Hybrid Physical Camouflage Framework Against DNNs and Human Perception AAAI 2026
Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026
Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection ACL 2026
Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026
Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026
UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets WACV 2026
Speed Master: Quick or Slow Play to Attack Speaker Recognition AAAI 2025
Feature Clipping for Uncertainty Calibration AAAI 2025
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks AAAI 2025
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis CVPR 2025
On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025
Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition AAAI 2025
Joint Asymmetric Loss for Learning with Noisy Labels ICCV 2025
Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025