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

Neuron Explanations for Conformal Prediction (Student Abstract) AAAI 2025
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks AAAI 2025
LaCoOT: Layer Collapse through Optimal Transport ICCV 2025
Learning Deep Illumination-Robust Features from Multispectral Filter Array Images WACV 2025
A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025
Feature Clipping for Uncertainty Calibration AAAI 2025
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025
IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages COLING 2025
On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025
Mapping Functional Language Areas with non-Functional Brain MRI MIDL 2025
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025
Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025
Attack-inspired Calibration Loss for Calibrating Crack Recognition AAAI 2025
Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025
Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks AAAI 2025
Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition AAAI 2025
Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks JMLR 2024
Incremental Residual Concept Bottleneck Models CVPR 2024
ENNS: Variable Selection, Regression, Classification, and Deep Neural Network for High-Dimensional Data JMLR 2024
Great Minds Think Alike: The Universal Convergence Trend of Input Salience NIPS 2024
Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024
LIVENet: A Novel Network for Real-World Low-Light Image Denoising and Enhancement WACV 2024