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Spotlight
Thu Jul 21 11:30 PM -- 11:35 PM (KST) @ Ballroom 1 & 2
Does the Data Induce Capacity Control in Deep Learning?
In Deep Learning
Rubing Yang · Jialin Mao · Pratik Chaudhari
Spotlight
Thu Jul 21 11:35 PM -- 11:40 PM (KST) @ Ballroom 1 & 2
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
In Deep Learning
Chuan Wen · Jianing Qian · Jierui Lin · Jiaye Teng · Dinesh Jayaraman · Yang Gao
Spotlight
Thu Jul 21 11:40 PM -- 11:45 PM (KST) @ Ballroom 1 & 2
Memory-Based Model Editing at Scale
In Deep Learning
Eric Mitchell · Charles Lin · Antoine Bosselut · Christopher Manning · Chelsea Finn
Spotlight
Thu Jul 21 11:45 PM -- 11:50 PM (KST) @ Ballroom 1 & 2
Winning the Lottery Ahead of Time: Efficient Early Network Pruning
In Deep Learning
John Rachwan · Daniel Zügner · Bertrand Charpentier · Simon Geisler · Morgane Ayle · Stephan Günnemann
Spotlight
Thu Jul 21 11:50 PM -- 11:55 PM (KST) @ Ballroom 1 & 2
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets
In Deep Learning
Guy Hacohen · Avihu Dekel · Daphna Weinshall
Spotlight
Thu Jul 21 11:55 PM -- 12:00 AM (KST) @ Ballroom 1 & 2
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
In Deep Learning
Byunggook Na · Jisoo Mok · Seongsik Park · Dongjin Lee · Hyeokjun Choe · Sungroh Yoon
Oral
Fri Jul 22 12:00 AM -- 12:20 AM (KST) @ Ballroom 1 & 2
Overcoming Oscillations in Quantization-Aware Training
In Deep Learning
Markus Nagel · Marios Fournarakis · Yelysei Bondarenko · Tijmen Blankevoort
Spotlight
Fri Jul 22 12:20 AM -- 12:25 AM (KST) @ Ballroom 1 & 2
Dataset Condensation via Efficient Synthetic-Data Parameterization
In Deep Learning
Jang-Hyun Kim · Jinuk Kim · Seong Joon Oh · Sangdoo Yun · Hwanjun Song · Joonhyun Jeong · Jung-Woo Ha · Hyun Oh Song
Spotlight
Fri Jul 22 12:25 AM -- 12:30 AM (KST) @ Ballroom 1 & 2
Searching for BurgerFormer with Micro-Meso-Macro Space Design
In Deep Learning
Longxing Yang · Yu Hu · Shun Lu · Zihao Sun · Jilin Mei · Yinhe Han · Xiaowei Li
Spotlight
Fri Jul 22 12:30 AM -- 12:35 AM (KST) @ Ballroom 1 & 2
Multi-scale Feature Learning Dynamics: Insights for Double Descent
In Deep Learning
Mohammad Pezeshki · Amartya Mitra · Yoshua Bengio · Guillaume Lajoie
Spotlight
Fri Jul 22 12:35 AM -- 12:40 AM (KST) @ Ballroom 1 & 2
Dataset Condensation with Contrastive Signals
In Deep Learning
Saehyung Lee · SANGHYUK CHUN · Sangwon Jung · Sangdoo Yun · Sungroh Yoon
Spotlight
Fri Jul 22 12:40 AM -- 12:45 AM (KST) @ Ballroom 1 & 2
Equivariant Priors for compressed sensing with unknown orientation
In Deep Learning
Anna Kuzina · Kumar Pratik · Fabio Valerio Massoli · Arash Behboodi
Spotlight
Fri Jul 22 12:45 AM -- 12:50 AM (KST) @ Ballroom 1 & 2
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators
In Deep Learning
Zhun Yang · Joohyung Lee · Chiyoun Park
Spotlight
Fri Jul 22 12:50 AM -- 12:55 AM (KST) @ Ballroom 1 & 2
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt
In Deep Learning
Sören Mindermann · Jan Brauner · Muhammed Razzak · Mrinank Sharma · Andreas Kirsch · Winnie Xu · Benedikt Höltgen · Aidan Gomez · Adrien Morisot · Sebastian Farquhar · Yarin Gal