Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1706.04599
Cited By
v1
v2 (latest)
On Calibration of Modern Neural Networks
International Conference on Machine Learning (ICML), 2017
14 June 2017
Chuan Guo
Geoff Pleiss
Yu Sun
Kilian Q. Weinberger
UQCV
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"On Calibration of Modern Neural Networks"
50 / 3,761 papers shown
Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers
Firas Gabetni
Giuseppe Curci
Andrea Pilzer
Subhankar Roy
Elisa Ricci
Gianni Franchi
140
1
0
21 Oct 2025
Benchmarking Out-of-Distribution Detection for Plankton Recognition: A Systematic Evaluation of Advanced Methods in Marine Ecological Monitoring
Yingzi Han
Jiakai He
Chuanlong Xie
Jianping Li
OODD
168
0
0
20 Oct 2025
Evaluating Medical LLMs by Levels of Autonomy: A Survey Moving from Benchmarks to Applications
Xiao Ye
Jacob Dineen
Zhaonan Li
Zhikun Xu
Weiyu Chen
...
Ji-Eun Irene Yum
Muhammad Ali Khan
Muhammad Umar Afzal
Irbaz B. Riaz
Ben Zhou
LM&MA
ELM
190
1
0
20 Oct 2025
Functional Distribution Networks (FDN)
Omer Haq
UQCV
300
0
0
20 Oct 2025
Enabling Fine-Grained Operating Points for Black-Box LLMs
Ege Beyazit
KL Navaneet
Prashant Mathur
Roi Blanco
Vidit Bansal
Karim Bouyarmane
242
0
0
20 Oct 2025
Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging
Tiancheng Hu
Benjamin Minixhofer
Nigel Collier
MoMe
520
5
0
20 Oct 2025
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
Qingchuan Yang
Simon Mahns
Sida Li
Anri Gu
Jibang Wu
Haifeng Xu
AI4TS
132
1
0
20 Oct 2025
MIRAGE: Agentic Framework for Multimodal Misinformation Detection with Web-Grounded Reasoning
Mir Nafis Sharear Shopnil
Sharad Duwal
Abhishek Tyagi
Adiba Mahbub Proma
133
0
0
20 Oct 2025
Can Transformer Memory Be Corrupted? Investigating Cache-Side Vulnerabilities in Large Language Models
Elias Hossain
Swayamjit Saha
Somshubhra Roy
Ravi Prasad
177
2
0
20 Oct 2025
Annotation-Efficient Universal Honesty Alignment
Shiyu Ni
Keping Bi
Jiafeng Guo
Minghao Tang
Jingtong Wu
Zengxin Han
Xueqi Cheng
HILM
157
0
0
20 Oct 2025
Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment
Jiayi Huang
Sangwoo Park
Nicola Paoletti
Osvaldo Simeone
230
0
0
20 Oct 2025
Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition
Jiahao Huo
Mufhumudzi Muthivhi
Terence L van Zyl
Fredrik Gustafsson
130
0
0
20 Oct 2025
Renaissance of RNNs in Streaming Clinical Time Series: Compact Recurrence Remains Competitive with Transformers
Ran Tong
Jiaqi Liu
Su Liu
Xin Hu
Lanruo Wang
AI4TS
101
6
0
19 Oct 2025
From Flows to Words: Can Zero-/Few-Shot LLMs Detect Network Intrusions? A Grammar-Constrained, Calibrated Evaluation on UNSW-NB15
M. Rehman
Syed Imad Ali Shah
Abbas n=Anwar
Noor Islam
157
0
0
18 Oct 2025
EdgeSync: Accelerating Edge-Model Updates for Data Drift through Adaptive Continuous Learning
Runchu Donga
Peng Zhao
Guiqin Wang
Nan Qi
Jie Lin
109
0
0
18 Oct 2025
CarBoN: Calibrated Best-of-N Sampling Improves Test-time Reasoning
Yung-Chen Tang
Pin-Yu Chen
Andrea Cavallaro
LRM
104
0
0
17 Oct 2025
Adaptive Individual Uncertainty under Out-Of-Distribution Shift with Expert-Routed Conformal Prediction
Amitesh Badkul
Lei Xie
95
1
0
17 Oct 2025
Operationalising Extended Cognition: Formal Metrics for Corporate Knowledge and Legal Accountability
Elija Perrier
80
0
0
17 Oct 2025
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
Coen Adler
Yuxin Chang
Felix Draxler
Samar Abdi
Padhraic Smyth
AI4TS
124
0
0
17 Oct 2025
Fast and Scalable Score-Based Kernel Calibration Tests
Conference on Uncertainty in Artificial Intelligence (UAI), 2025
Pierre Glaser
David Widmann
Fredrik Lindsten
Arthur Gretton
151
3
0
16 Oct 2025
Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation
Arnaud Judge
Nicolas Duchateau
Thierry Judge
Roman A. Sandler
Joseph Z. Sokol
Christian Desrosiers
Olivier Bernard
Pierre-Marc Jodoin
OOD
127
0
0
16 Oct 2025
Stable but Miscalibrated: A Kantian View on Overconfidence from Filters to Large Language Models
Akira Okutomi
LRM
205
0
0
16 Oct 2025
Towards Adversarial Robustness and Uncertainty Quantification in DINOv2-based Few-Shot Anomaly Detection
Akib Mohammed Khan
Bartosz Krawczyk
AAML
137
0
0
15 Oct 2025
Self-Augmented Visual Contrastive Decoding
Eun Woo Im
M. K. Ali
Vivek Gupta
136
0
0
15 Oct 2025
L
2
L_2
L
2
-Regularized Empirical Risk Minimization Guarantees Small Smooth Calibration Error
Masahiro Fujisawa
Futoshi Futami
115
0
0
15 Oct 2025
Federated Conditional Conformal Prediction via Generative Models
Rui Xu
Sihong Xie
Wenxing Huang
Minxuan Huang
Yun Xie
W. Chen
Sihong Xie
FedML
241
0
0
15 Oct 2025
Robust or Suggestible? Exploring Non-Clinical Induction in LLM Drug-Safety Decisions
Siying Liu
Shisheng Zhang
Indu Bala
91
0
0
15 Oct 2025
Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions
Sungmin Kang
Yavuz Faruk Bakman
D. Yaldiz
Baturalp Buyukates
Salman Avestimehr
HILM
214
3
0
14 Oct 2025
Sample-Efficient Omniprediction for Proper Losses
Isaac Gibbs
Ryan J. Tibshirani
117
0
0
14 Oct 2025
UNCAP: Uncertainty-Guided Neurosymbolic Planning Using Natural Language Communication for Cooperative Autonomous Vehicles
N. Bhatt
Po-han Li
Kushagra Gupta
Rohan Siva
Daniel Milan
Alexander T. Hogue
Sandeep Chinchali
David Fridovich-Keil
Zinan Lin
Ufuk Topcu
119
1
0
14 Oct 2025
A Function Centric Perspective On Flat and Sharp Minima
Israel Mason-Williams
Gabryel Mason-Williams
Helen Yannakoudakis
174
0
0
14 Oct 2025
Beyond Consensus: Mitigating the Agreeableness Bias in LLM Judge Evaluations
Suryaansh Jain
Umair Z. Ahmed
Shubham Sahai
Ben Leong
85
2
0
13 Oct 2025
Bayesian Topological Convolutional Neural Nets
Sarah Harkins Dayton
Hayden Everett
Ioannis Schizas
David L. Boothe Jr.
Vasileios Maroulas
BDL
UQCV
185
0
0
13 Oct 2025
ADVICE: Answer-Dependent Verbalized Confidence Estimation
Ki Jung Seo
Sehun Lim
Taeuk Kim
61
0
0
13 Oct 2025
Efficient Edge Test-Time Adaptation via Latent Feature Coordinate Correction
Xinyu Luo
Jie Liu
Kecheng Chen
Junyi Yang
Bo Ding
Arindam Basu
Haoliang Li
96
0
0
13 Oct 2025
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
Jian Lan
Zhicheng Liu
Udo Schlegel
Raoyuan Zhao
Yihong Liu
Hinrich Schütze
Michael A. Hedderich
Thomas Seidl
VLM
168
0
0
13 Oct 2025
A Machine Learning Perspective on Automated Driving Corner Cases
Sebastian Schmidt
Julius Körner
Stephan Günnemann
171
0
0
12 Oct 2025
Reverse Supervision at Scale: Exponential Search Meets the Economics of Annotation
Masoud Makrehchi
OffRL
85
0
0
12 Oct 2025
Lightweight Baselines for Medical Abstract Classification: DistilBERT with Cross-Entropy as a Strong Default
Jiaqi Liu
Tong Wang
Su Liu
Xin Hu
Ran Tong
Lanruo Wang
Jiexi Xu
256
3
0
11 Oct 2025
FOSSIL: Regret-Minimizing Curriculum Learning for Metadata-Free and Low-Data Mpox Diagnosis
Sahng-Min Han
Minjae Kim
Jinho Cha
Se-woon Choe
Eunchan Daniel Cha
Jungwon Choi
Kyudong Jung
MedIm
105
0
0
11 Oct 2025
Bi-level Meta-Policy Control for Dynamic Uncertainty Calibration in Evidential Deep Learning
Zhen Yang
Yansong Ma
Lei Chen
128
0
0
10 Oct 2025
D-TPT: Dimensional Entropy Maximization for Calibrating Test-Time Prompt Tuning in Vision-Language Models
Jisu Han
Wonjun Hwang
VLM
179
0
0
10 Oct 2025
Failure Prediction at Runtime for Generative Robot Policies
Ralf Romer
Adrian Kobras
Luca Worbis
Angela P. Schoellig
AI4CE
194
2
0
10 Oct 2025
Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers
Yongqi Ding
Lin Zuo
Mengmeng Jing
Kunshan Yang
Pei He
Tonglan Xie
115
0
0
09 Oct 2025
Auto-Prompt Ensemble for LLM Judge
Jiajie Li
Huayi Zhang
Peng Lin
Jinjun Xiong
Wei Xu
ELM
142
0
0
08 Oct 2025
Out-of-Distribution Detection in LiDAR Semantic Segmentation Using Epistemic Uncertainty from Hierarchical GMMs
Hanieh Shojaei Miandashti
C. Brenner
UQCV
225
0
0
08 Oct 2025
What You Don't Know Can Hurt You: How Well do Latent Safety Filters Understand Partially Observable Safety Constraints?
Matthew Kim
Kensuke Nakamura
Andrea V. Bajcsy
109
0
0
07 Oct 2025
Anytime-Valid Answer Sufficiency Certificates for LLM Generation via Sequential Information Lift
Sanjeda Akter
Ibne Farabi Shihab
Anuj Sharma
138
0
0
07 Oct 2025
Downsized and Compromised?: Assessing the Faithfulness of Model Compression
Moumita Kamal
Douglas A. Talbert
117
0
0
07 Oct 2025
Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
I. M. De la Jara
C. Rodriguez-Opazo
D. Teney
D. Ranasinghe
E. Abbasnejad
OODD
357
0
0
07 Oct 2025
Previous
1
2
3
4
5
6
...
74
75
76
Next