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Poster
Wed 14:00 Memory Efficient Continual Learning with Transformers
Beyza Ermis · Giovanni Zappella · Martin Wistuba · Aditya Rawal · Cedric Archambeau
Poster
Wed 9:00 On-Device Training Under 256KB Memory
Ji Lin · Ligeng Zhu · Wei-Ming Chen · Wei-Chen Wang · Chuang Gan · Song Han
Poster
Thu 14:00 Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks
Zhiwei Deng · Olga Russakovsky
Poster
Thu 9:00 Learning Interface Conditions in Domain Decomposition Solvers
Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West
Poster
Tue 14:00 Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
Muralidhar Andoorveedu · Zhanda Zhu · Bojian Zheng · Gennady Pekhimenko
Poster
Thu 9:00 An In-depth Study of Stochastic Backpropagation
Jun Fang · Mingze Xu · Hao Chen · Bing Shuai · Zhuowen Tu · Joseph Tighe
Poster
A Variant of Anderson Mixing with Minimal Memory Size
Fuchao Wei · Chenglong Bao · Yang Liu · Guangwen Yang
Poster
Tue 14:00 Kernel Memory Networks: A Unifying Framework for Memory Modeling
Georgios Iatropoulos · Johanni Brea · Wulfram Gerstner
Poster
Tue 14:00 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
Artyom Sorokin · Nazar Buzun · Leonid Pugachev · Mikhail Burtsev
Poster
Cross-Image Context for Single Image Inpainting
Tingliang Feng · Wei Feng · Weiqi Li · Di Lin
Poster
Transformer Memory as a Differentiable Search Index
Yi Tay · Vinh Tran · Mostafa Dehghani · Jianmo Ni · Dara Bahri · Harsh Mehta · Zhen Qin · Kai Hui · Zhe Zhao · Jai Gupta · Tal Schuster · William Cohen · Donald Metzler
Poster
Wed 14:00 BayesPCN: A Continually Learnable Predictive Coding Associative Memory
Jinsoo Yoo · Frank Wood