Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
All Papers
0 / 0 papers shown
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 / 3,760 papers shown
Similarity Field Theory: A Mathematical Framework for Intelligence
Kei-Sing Ng
156
0
0
24 Dec 2025
Improving Local Training in Federated Learning via Temperature Scaling
Kichang Lee
Songkuk Kim
Jeonggil Ko
JeongGil Ko
FedML
229
2
0
24 Dec 2025
Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief
Zeguan Xiao
Diyang Dou
Boya Xiong
Yun-Nung Chen
Guanhua Chen
73
0
0
24 Dec 2025
How (Mis)calibrated is Your Federated CLIP and What To Do About It?
Mainak Singha
Masih Aminbeidokhti
Paolo Casari
Elisa Ricci
Subhankar Roy
FedML
VLM
177
0
0
03 Dec 2025
A Large Scale Benchmark for Test Time Adaptation Methods in Medical Image Segmentation
Wenjing Yu
Shuo Jiang
Yifei Chen
Shuo Chang
Y Samuel Wang
...
Mingxuan Liu
Shenghao Zhu
Feiwei Qin
Changmiao Wang
Qiyuan Tian
OOD
VLM
280
0
0
02 Dec 2025
Conformal Correction for Efficiency May be at Odds with Entropy
Senrong Xu
Tianyu Wang
Zenan Li
Yuan Yao
Taolue Chen
Feng Xu
Xiaoxing Ma
132
0
0
02 Dec 2025
Credal Graph Neural Networks
Matteo Tolloso
Davide Bacciu
UQCV
290
0
0
02 Dec 2025
Detecting AI Hallucinations in Finance: An Information-Theoretic Method Cuts Hallucination Rate by 92%
Mainak Singha
HILM
264
0
0
02 Dec 2025
U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences
Xiang Xu
Ao Liang
Youquan Liu
Linfeng Li
Lingdong Kong
Ziwei Liu
Qingshan Liu
128
1
0
02 Dec 2025
Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
Jiannan Guan
Qiguang Chen
L. Qin
Dengyun Peng
Jinhao Liu
Liangyu Huo
Jian Xie
Wanxiang Che
LRM
136
0
0
01 Dec 2025
TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models
M. Varma
Jean-Benoit Delbrouck
Sophie Ostmeier
Akshay S. Chaudhari
Curtis P. Langlotz
76
0
0
30 Nov 2025
TIE: A Training-Inversion-Exclusion Framework for Visually Interpretable and Uncertainty-Guided Out-of-Distribution Detection
Pirzada Suhail
Rehna Afroz
Amit Sethi
OODD
236
0
0
28 Nov 2025
VeriDispatcher: Multi-Model Dispatching through Pre-Inference Difficulty Prediction for RTL Generation Optimization
Zeng Wang
Weihua Xiao
Minghao Shao
Raghu Vamshi Hemadri
Ozgur Sinanoglu
Muhammad Shafique
Ramesh Karri
VLM
72
0
0
27 Nov 2025
Probabilistic Fusion and Calibration of Neural Speaker Diarization Models
Juan Ignacio Alvarez-Trejos
Sérgio A. Balanya
D. Ramos
Alicia Lozano-Diez
UQCV
186
0
0
27 Nov 2025
A decoupled alignment kernel for peptide membrane permeability predictions
Ali Amirahmadi
Gökçe Geylan
Leonardo De Maria
Farzaneh Etminani
Mattias Ohlsson
Alessandro Tibo
258
0
0
26 Nov 2025
Geometric Calibration and Neutral Zones for Uncertainty-Aware Multi-Class Classification
Soumojit Das
Nairanjana Dasgupta
Prashanta Dutta
UQCV
310
0
0
26 Nov 2025
PaTAS: A Framework for Trust Propagation in Neural Networks Using Subjective Logic
Koffi Ismael Ouattara
Ioannis Krontiris
Theo Dimitrakos
Dennis Eisermann
Frank Kargl
Frank Kargl
231
0
0
25 Nov 2025
RankOOD - Class Ranking-based Out-of-Distribution Detection
Dishanika Denipitiyage
Naveen Karunanayake
Suranga Seneviratne
Sanjay Chawla
OODD
188
0
0
25 Nov 2025
Gated Uncertainty-Aware Runtime Dual Invariants for Neural Signal-Controlled Robotics
Tasha Kim
Oiwi Parker Jones
285
0
0
25 Nov 2025
Enhancing Multi-Label Thoracic Disease Diagnosis with Deep Ensemble-Based Uncertainty Quantification
Yasiru Laksara
Uthayasanker Thayasivam
OOD
247
0
0
24 Nov 2025
Can LLMs Faithfully Explain Themselves in Low-Resource Languages? A Case Study on Emotion Detection in Persian
Mobina Mehrazar
Mohammad Amin Yousefi
Parisa Abolfath Beygi
Behnam Bahrak
144
0
0
24 Nov 2025
A Systematic Study of Compression Ordering for Large Language Models
Shivansh Chhawri
Rahul Mahadik
Suparna Rooj
MQ
132
0
0
23 Nov 2025
Using MLIR Transform to Design Sliced Convolution Algorithm
Victor Ferrari
M. Pereira
Lucas Alvarenga
Gustavo Leite
Guido Araujo
123
0
0
22 Nov 2025
Patient-level Information Extraction by Consistent Integration of Textual and Tabular Evidence with Bayesian Networks
Paloma Rabaey
Adrick Tench
Stefan Heytens
Thomas Demeester
96
0
0
21 Nov 2025
MedBayes-Lite: Bayesian Uncertainty Quantification for Safe Clinical Decision Support
Elias Hossain
Md Mehedi Hasan Nipu
Maleeha Sheikh
R. Rana
Subash Neupane
Niloofar Yousefi
152
0
0
20 Nov 2025
Provably Minimum-Length Conformal Prediction Sets for Ordinal Classification
Zijian Zhang
Xinyu Chen
Yuanjie Shi
Liyuan Lillian Ma
Z. Xu
Yan Yan
101
0
0
20 Nov 2025
Robot Metacognition: Decision Making with Confidence for Tool Invention
A. Meera
Poppy Collis
Polina Arbuzova
Abian Torres
Paul F Kinghorn
Ricardo Sanz
Pablo Lanillos
169
0
0
20 Nov 2025
Correlation-Aware Feature Attribution Based Explainable AI
Poushali Sengupta
Yan Zhang
Frank Eliassen
Sabita Maharjan
88
0
0
20 Nov 2025
Transparent Early ICU Mortality Prediction with Clinical Transformer and Per-Case Modality Attribution
Alexander Bakumenko
Janine Hoelscher
Hudson Smith
80
0
0
19 Nov 2025
Attention-Based Feature Online Conformal Prediction for Time Series
Meiyi Zhu
Caili Guo
Chunyan Feng
Osvaldo Simeone
96
0
0
19 Nov 2025
INQUIRE-Search: A Framework for Interactive Discovery in Large-Scale Biodiversity Databases
Edward Vendrow
Julia Chae
Rupa Kurinchi-Vendhan
Isaac Eckert
Jazlynn Hall
...
Laura Pollock
Lauren Schrack
Scott Yanco
Oisin Mac Aodha
Sara Beery
195
0
0
19 Nov 2025
Boundary-Aware Adversarial Filtering for Reliable Diagnosis under Extreme Class Imbalance
Yanxuan Yu
Michael S. Hughes
Julien Lee
Jiacheng Zhou
Andrew F. Laine
48
0
0
19 Nov 2025
TSRE: Channel-Aware Typical Set Refinement for Out-of-Distribution Detection
Weijun Gao
Rundong He
Jinyang Dong
Yongshun Gong
OODD
366
0
0
19 Nov 2025
Knowledge Graphs as Structured Memory for Embedding Spaces: From Training Clusters to Explainable Inference
A. A. Oliveira
Mateus Espadoto
Roberto Hirata Jr.
Roberto Hirata Jr.
109
0
0
18 Nov 2025
Efficient Calibration for Decision Making
Parikshit Gopalan
Konstantinos Stavropoulos
Kunal Talwar
Pranay Tankala
133
0
0
17 Nov 2025
BootOOD: Self-Supervised Out-of-Distribution Detection via Synthetic Sample Exposure under Neural Collapse
Yuanchao Wang
Tian Qin
Eduardo Valle
Bruno Abrahao
OODD
281
0
0
17 Nov 2025
Edge-aware baselines for ogbn-proteins in PyTorch Geometric: species-wise normalization, post-hoc calibration, and cost-accuracy trade-offs
Aleksandar Stanković
Dejan Lisica
173
0
0
17 Nov 2025
ActiveGrasp: Information-Guided Active Grasping with Calibrated Energy-based Model
Boshu Lei
Wen Jiang
Kostas Daniilidis
120
0
0
16 Nov 2025
Calibrated Decomposition of Aleatoric and Epistemic Uncertainty in Deep Features for Inference-Time Adaptation
Divake Kumar
Patrick Poggi
Sina Tayebati
Devashri Naik
Nilesh Ahuja
A. R. Trivedi
UD
PER
224
0
0
15 Nov 2025
Bayesian--AI Fusion for Epidemiological Decision Making: Calibrated Risk, Honest Uncertainty, and Hyperparameter Intelligence
Debashis Chatterjee
76
0
0
15 Nov 2025
On the Entropy Calibration of Language Models
Steven Cao
Gregory Valiant
Percy Liang
92
0
0
15 Nov 2025
An Analysis of Architectural Impact on LLM-based Abstract Visual Reasoning: A Systematic Benchmark on RAVEN-FAIR
Sinan Urgun
Seçkin Arı
56
0
0
14 Nov 2025
Bot Meets Shortcut: How Can LLMs Aid in Handling Unknown Invariance OOD Scenarios?
Shiyan Zheng
Herun Wan
Minnan Luo
Junhang Huang
AAML
422
0
0
11 Nov 2025
Confidence-Aware Neural Decoding of Overt Speech from EEG: Toward Robust Brain-Computer Interfaces
Soowon Kim
Byung-Kwan Ko
Seo-Hyun Lee
152
0
0
11 Nov 2025
Advancements in synthetic data extraction for industrial injection molding
Portuguese Conference on Artificial Intelligence (EPIA), 2025
Georg Rottenwalter
Marcel Tilly
Christian Bielenberg
Katharina Obermeier
AI4CE
112
0
0
11 Nov 2025
Robust Experimental Design via Generalised Bayesian Inference
Yasir Zubayr Barlas
Sabina J. Sloman
Samuel Kaski
108
0
0
10 Nov 2025
Learning to Focus: Focal Attention for Selective and Scalable Transformers
Dhananjay Ram
Wei Xia
Stefano Soatto
288
0
0
10 Nov 2025
ClusterMine: Robust Label-Free Visual Out-Of-Distribution Detection via Concept Mining from Text Corpora
Nikolas Adaloglou
Diana Petrusheva
Mohamed Asker
Félix D. P. Michels
M. Kollmann
OODD
152
0
0
10 Nov 2025
Optimizing Chain-of-Thought Confidence via Topological and Dirichlet Risk Analysis
Abhishek More
Anthony Zhang
Nicole Bonilla
Ashvik Vivekan
Kevin Zhu
Parham Sharafoleslami
Maheep Chaudhary
LRM
108
0
0
09 Nov 2025
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning
Sungrae Hong
Sol Lee
Jisu Shin
Mun Yi
Mun Yong Yi
275
0
0
09 Nov 2025
1
2
3
4
...
74
75
76
Next
