conftrace_

loss function

462 papers

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neural network (6616) deep neural network (1803) object detection (2762) neural network optimization (1293) class imbalance (555) convolutional neural network (4226) semantic segmentation (3186) multi-label classification (1009) deep learning (2118) gradient descent (1144)

Papers

$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NIPS 2024
Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency COLT 2024
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024
Imbalance-aware loss functions improve medical image classification MIDL 2024
Uncertainty-Aware GAN for Single Image Super Resolution AAAI 2024
Cardinality-Aware Set Prediction and Top-$k$ Classification NIPS 2024
Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers AISTATS 2024
Scalable Geometric Fracture Assembly via Co-creation Space among Assemblers AAAI 2024
Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection - Towards Precise Fish Morphological Assessment in Aquaculture Breeding IJCAI 2024
On Using Admissible Bounds for Learning Forward Search Heuristics IJCAI 2024
Self-adaptive Extreme Penalized Loss for Imbalanced Time Series Prediction IJCAI 2024
On the Connection between Lp- and Risk Consistency and its Implications on Regularized Kernel Methods JMLR 2024
Learning with Fitzpatrick Losses NIPS 2024
Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection Using Geometric Assessment-Driven Topological Smoothing (GATS) WACV 2024
The Implicit Bias of Gradient Descent on Separable Multiclass Data NIPS 2024
Improving Fairness in Deepfake Detection WACV 2024
Latent-Guided Exemplar-Based Image Re-Colorization WACV 2024
Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach AAAI 2024
Understanding the difficulty of solving Cauchy problems with PINNs L4DC 2024
On the Importance of Large Objects in CNN Based Object Detection Algorithms WACV 2024
Instruction Tuning With Loss Over Instructions NIPS 2024
How to Evaluate Behavioral Models AAAI 2024
GSENet:Global Semantic Enhancement Network for Lane Detection AAAI 2024
OctavianB at SemEval-2024 Task 6: An exploration of humanlike qualities of hallucinated LLM texts SEMEVAL 2024
Ordinal Classification With Distance Regularization for Robust Brain Age Prediction WACV 2024