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

Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection ACL 2026
ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks WACV 2026
Causality-Driven Audits of Model Robustness WACV 2026
Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation WACV 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
Unnoticed Yet Effective: A Hybrid Physical Camouflage Framework Against DNNs and Human Perception AAAI 2026
UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets WACV 2026
Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026
Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026
Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026
TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin AAAI 2026
Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026
Mapping Functional Language Areas with non-Functional Brain MRI MIDL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025
Improving Transferable Targeted Attacks with Feature Tuning Mixup CVPR 2025
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025
MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025
SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models CVPR 2025
A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025
Joint Asymmetric Loss for Learning with Noisy Labels ICCV 2025
Thunder-DeID: Accurate and Efficient De-identification Framework for Korean Court Judgments EMNLP 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
Quantization without Tears CVPR 2025