FT
Frederick Tung
cs.LGcs.CVcs.AIstat.MLcs.CLcs.RO
On Valency
published · living versionsW_rnpyx7eq·v1 · currentpublished
From AutoResearch to Continual AutoResearch: Do Agents Learn Across Tasks?
with Jeremy Qin, Ruizhi Deng, Mohamed Osama Ahmed, Leo Feng
1 version
Preprints & journals
31 papers in the corpus · 2013–2026Can LLMs Take Retrieved Information with a Grain of Salt?2605.06919v1 · Behzad Shayegh, Mohamed Osama Ahmed, Fred Tung et al.2026 · 0 citationsarXiv
ADiff4TPP: Asynchronous Diffusion Models for Temporal Point Processes2504.20411v1 · Amartya Mukherjee, Ruizhi Deng, He Zhao et al.2025 · 1 citationarXiv
Radar: Fast Long-Context Decoding for Any Transformer2503.10571v1 · Yongchang Hao, Mengyao Zhai, Hossein Hajimirsadeghi et al.2025 · 1 citationarXiv
Were RNNs All We Needed?2410.01201v3 · Leo Feng, Frederick Tung, Mohamed Osama Ahmed et al.2024 · 11 citationsarXiv
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics2406.06700v1 · Ankit Vani, Frederick Tung, Gabriel L. Oliveira et al.2024 · 0 citationsarXiv
Attention as an RNN2405.13956v2 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2024 · 3 citationsarXiv
Pretext Training Algorithms for Event Sequence Data2402.10392v1 · Yimu Wang, He Zhao, Ruizhi Deng et al.2024 · 1 citationarXiv
AdaFlood: Adaptive Flood Regularization2311.02891v1 · Wonho Bae, Yi Ren, Mohamad Osama Ahmed et al.2023 · 0 citationsarXiv
Prompting-based Temporal Domain Generalization2310.02473v2 · Sepidehsadat Hosseini, Mengyao Zhai, Hossein Hajimirsadegh et al.2023 · 0 citationsarXiv
Tree Cross Attention2309.17388v2 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2023 · 0 citationsarXiv
Constant Memory Attention Block2306.12599v1 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2023 · 0 citationsarXiv
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning2305.17305v1 · Elahe Rahimian, Golara Javadi, Frederick Tung et al.2023 · 9 citationsarXiv
Memory Efficient Neural Processes via Constant Memory Attention Block2305.14567v3 · Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.2023 · 1 citationarXiv
Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate2304.00049v1 · Mohammadi Kiarash, Zhao He, Mengyao Zhai et al.2023 · 5 citationsarXiv
Meta Temporal Point Processes2301.12023v1 · Wonho Bae, Mohamed Osama Ahmed, Frederick Tung et al.2023 · 3 citationsarXiv
Gumbel-Softmax Selective Networks2211.10564v1 · Mahmoud Salem, Mohamed Osama Ahmed, Frederick Tung et al.2022 · 0 citationsarXiv
Heterogeneous Multi-Task Learning With Expert Diversity.35576418 · Aoki, Raquel, Tung, Frederick, Oliveira, Gabriel L2023 · 29 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2022;19(6):3093-3102
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression2205.15236v2 · Yu Gong, Greg Mori, Frederick Tung2022 · 22 citationsarXiv
Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation2104.11939v1 · Mengyao Zhai, Lei Chen, Jiawei He et al.2021 · 25 citationsarXiv
Learning Discriminative Prototypes with Dynamic Time Warping2103.09458v1 · Xiaobin Chang, Frederick Tung, Greg Mori2021 · 35 citationsarXiv
Similarity-Preserving Knowledge Distillation1907.09682v2 · Frederick Tung, Greg Mori2019 · 1,178 citationsarXiv
Lifelong GAN: Continual Learning for Conditional Image Generation1907.10107v2 · Mengyao Zhai, Lei Chen, Fred Tung et al.2019 · 182 citationsarXiv
Deep Neural Network Compression by In-Parallel Pruning-Quantization.30561340 · Tung, Frederick, Mori, Greg2020 · 140 citationsIEEE transactions on pattern analysis and machine intelligence. 2020;42(3):568-579
Interpretable Spatio-temporal Attention for Video Action Recognition1810.04511v2 · Lili Meng, Bo Zhao, Bo Chang et al.2018 · 107 citationsarXiv
Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization1710.10519v3 · Lili Meng, Frederick Tung, James J. Little et al.2017 · 35 citationsarXiv
Autonomous Mobile Robot Navigation in Uneven and Unstructured Indoor Environments1710.10523v1 · Chaoqun Wang, Lili Meng, Sizhen She et al.2017 · 100 citationsarXiv
Multi-level Residual Networks from Dynamical Systems View1710.10348v2 · Bo Chang, Lili Meng, Eldad Haber et al.2017 · 117 citationsarXiv
Backtracking Regression Forests for Accurate Camera Relocalization1710.07965v1 · Lili Meng, Jianhui Chen, Frederick Tung et al.2017 · 62 citationsarXiv
Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization1707.09102v1 · Frederick Tung, Srikanth Muralidharan, Greg Mori2017 · 30 citationsarXiv
Learning Person Trajectory Representations for Team Activity Analysis1706.00893v1 · Nazanin Mehrasa, Yatao Zhong, Frederick Tung et al.2017 · 10 citationsarXiv
A decoupled approach to illumination-robust optical flow estimation.23799696 · Kumar, Abhishek, Tung, Frederick, Wong, Alexander et al.2014 · 12 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2013;22(10):4136-47
Career total: 49 works. 31 are in this corpus.
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