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Fri Jul 22 06:00 AM -- 06:15 AM (PDT)
Welcome note
In Dynamic Neural Networks
marco levorato · Bradley McDanel
Fri Jul 22 06:15 AM -- 07:00 AM (PDT)
Spatially and Temporally Adaptive Neural Networks
In Dynamic Neural Networks
Gao Huang
Fri Jul 22 07:00 AM -- 07:30 AM (PDT)
Where to look next ? Different strategies for image exploration under partial observability.
In Dynamic Neural Networks
Tinne Tuytelaars
Fri Jul 22 07:30 AM -- 08:00 AM (PDT)
Incorporating Dynamic Structures into Pre-trained Language Models
In Dynamic Neural Networks
Xuanjing Huang
Fri Jul 22 08:00 AM -- 08:15 AM (PDT)
Does Continual Learning Equally Forget All Parameters?
In Dynamic Neural Networks
Haiyan Zhao · Tianyi Zhou · Guodong Long · Jing Jiang · Chengqi Zhang
Fri Jul 22 08:15 AM -- 08:30 AM (PDT)
PA-GNN: Parameter-Adaptive Graph Neural Networks
In Dynamic Neural Networks
Yuxin Yang · Yitao Liang · Muhan Zhang
Fri Jul 22 08:30 AM -- 08:45 AM (PDT)
Triangular Dropout: Variable Network Width without Retraining
In Dynamic Neural Networks
Ted Staley · Jared Markowitz
Fri Jul 22 08:45 AM -- 08:00 AM (PDT)
A Theoretical View on Sparsely Activated Networks
In Dynamic Neural Networks
Cenk Baykal · Nishanth Dikkala · Rina Panigrahy · Cyrus Rashtchian · Xin Wang
Fri Jul 22 09:00 AM -- 10:30 AM (PDT)
Lunch break
In Dynamic Neural Networks
Fri Jul 22 10:30 AM -- 11:30 AM (PDT)
Dynamic neural networks: Present and Future
In Dynamic Neural Networks
Neil Houlsby
Fri Jul 22 11:30 AM -- 12:15 PM (PDT)
Organizing memories for generalization in complementary learning systems
In Dynamic Neural Networks
Weinan Sun
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Inductive Biases for Object-Centric Representations in the Presence of Complex Textures
In Dynamic Neural Networks
Samuele Papa · Ole Winther · Andrea Dittadi
[ Poster] 
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Dynamic Split Computing for Efficient Deep Edge Intelligence
In Dynamic Neural Networks
Arian Bakhtiarnia · Nemanja Milosevic · Qi Zhang · Dragana Bajovic · Alexandros Iosifidis
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Neural Architecture Search with Loss Flatness-aware Measure
In Dynamic Neural Networks
Joonhyun Jeong · Joonsang Yu · Dongyoon Han · YoungJoon Yoo
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Back to the Source: Test-Time Diffusion-Driven Adaptation
In Dynamic Neural Networks
Jin Gao · Jialing Zhang · Xihui Liu · Trevor Darrell · Evan Shelhamer · Dequan Wang
[ Poster] 
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Vote for Nearest Neighbors Meta-Pruning of Self-Supervised Networks
In Dynamic Neural Networks
Haiyan Zhao · Tianyi Zhou · Guodong Long · Jing Jiang · Chengqi Zhang
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
FLOWGEN: Fast and slow graph generation
In Dynamic Neural Networks
Aman Madaan · Yiming Yang
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics
In Dynamic Neural Networks
Suman Sapkota · Binod Bhattarai
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Learning Modularity for Generalizable Robotic Behaviors
In Dynamic Neural Networks
Corban Rivera · Chace Ashcraft · Katie Popek · Edward Staley · Kapil Katyal
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Spatiotemporal Computing
In Dynamic Neural Networks
Zihao Zhao · Yanhong Wang · Qiaosha Zou · Xiaoan Wang · C.-J. Richard Shi · Junwen Luo
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
APP: Anytime Progressive Pruning
In Dynamic Neural Networks
Diganta Misra · Bharat Runwal · Tianlong Chen · Zhangyang “Atlas” Wang · Irina Rish
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Dynamic Transformer Networks
In Dynamic Neural Networks
Amanuel Mersha
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Fault-Tolerant Collaborative Inference through the Edge-PRUNE Framework
In Dynamic Neural Networks
Jani Boutellier · Bo Tan · Jari Nurmi
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Connectivity Properties of Neural Networks Under Performance-Resources Trade-off
In Dynamic Neural Networks
Aleksandra I. Nowak · Romuald A. Janik
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Deep Policy Generators
In Dynamic Neural Networks
Francesco Faccio · Vincent Herrmann · Aditya Ramesh · Louis Kirsch · Jürgen Schmidhuber
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
FedHeN: Federated Learning in Heterogeneous Networks
In Dynamic Neural Networks
Durmus Alp Emre Acar · Venkatesh Saligrama
[ Poster] 
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Just-in-Time Sparsity: Learning Dynamic Sparsity Schedules
In Dynamic Neural Networks
· Chiratidzo Matowe · Arnu Pretorius · Benjamin Rosman · Sara Hooker
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
HARNAS: Neural Architecture Search Jointly Optimizing for Hardware Efficiency and Adversarial Robustness of Convolutional and Capsule Networks
In Dynamic Neural Networks
Alberto Marchisio · Vojtech Mrazek · Andrea Massa · Beatrice Bussolino · Maurizio Martina · Muhammad Shafique
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
SnapStar Algorithm: a new way to ensemble Neural Networks
In Dynamic Neural Networks
Sergey Zinchenko · Dmitry Lishudi
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Provable Hierarchical Lifelong Learning with a Sketch-based Modular Architecture
In Dynamic Neural Networks
ZIHAO DENG · Zee Fryer · Brendan Juba · Rina Panigrahy · Xin Wang
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Confident Adaptive Language Modeling
In Dynamic Neural Networks
Tal Schuster · Adam Fisch · Jai Gupta · Mostafa Dehghani · Dara Bahri · Vinh Tran · Yi Tay · Don Metzler
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Single, Practical and Fast Dynamic Truncation Kernel Multiplication
In Dynamic Neural Networks
Lianke Qin · Somdeb Sarkhel · Zhao Song · Danyang Zhuo
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Parameter efficient dendritic-tree neurons outperform perceptrons
In Dynamic Neural Networks
Ziwen Han · Evgeniya Gorobets · Pan Chen
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
Is a Modular Architecture Enough?
In Dynamic Neural Networks
Sarthak Mittal · Yoshua Bengio · Guillaume Lajoie
Fri Jul 22 12:15 PM -- 01:15 PM (PDT)
A Product of Experts Approach to Early-Exit Ensembles
In Dynamic Neural Networks
James Allingham · Eric Nalisnick
[ Poster] 
Fri Jul 22 01:15 PM -- 01:45 PM (PDT)
Deriving modular inductive biases from the principle of independent mechanisms
In Dynamic Neural Networks
Francesco Locatello
Fri Jul 22 01:45 PM -- 02:00 PM (PDT)
Supernet Training for Federated Image Classification
In Dynamic Neural Networks
Taehyeon Kim · Se-Young Yun
Fri Jul 22 02:00 PM -- 02:15 PM (PDT)
Achieving High TinyML Accuracy through Selective Cloud Interactions
In Dynamic Neural Networks
Anil Kag · Igor Fedorov · Aditya Gangrade · Paul Whatmough · Venkatesh Saligrama
Fri Jul 22 02:15 PM -- 02:30 PM (PDT)
Slimmable Quantum Federated Learning
In Dynamic Neural Networks
Won Joon Yun · Jae Pyoung Kim · Soyi Jung · Jihong Park · Mehdi Bennis · Joongheon Kim
Fri Jul 22 02:30 PM -- 02:45 PM (PDT) None
Sparse Relational Reasoning with Object-centric Representations
In Dynamic Neural Networks
Alex Spies
Fri Jul 22 02:45 PM -- 03:00 PM (PDT)
Play It Cool: Dynamic Shifting Prevents Thermal Throttling
In Dynamic Neural Networks
Yang Zhou · Feng Liang · Ting-Wu Chin · Diana Marculescu
Fri Jul 22 03:00 PM -- 03:15 PM (PDT)
Efficient Sparsely Activated Transformers
In Dynamic Neural Networks
Salar Latifi · Saurav Muralidharan · Michael Garland
Fri Jul 22 03:15 PM -- 05:00 PM (PDT)
Networking & happy hour
In Dynamic Neural Networks