KN
Kam Woh Ng
cs.CVcs.LGcs.CRcs.AIAlgorithmscs.CLcs.DCcs.GRcs.IROwnership
On Valency
published · living versionsW_mv8ghxt6·v1 · currentpublished
OverSeer: Multi-Agent World Models Beyond What Agents See
with Runjia Li, Minghao Chen, Junlin Han, Jianyuan Wang +4
1 version
Preprints & journals
21 papers in the corpus · 2019–2026OverSeer: Multi-Agent World Models Beyond What Agents See2610.28554v1 · Runjia Li, Kam Woh Ng, Minghao Chen et al.2026 · 0 citationsarXivon Valency
Rays as Pixels: Learning A Joint Distribution of Videos and Camera Trajectories2604.09429v4 · Wonbong Jang, Shikun Liu, Soubhik Sanyal et al.2026 · 0 citationsarXiv
VecGlypher: Unified Vector Glyph Generation with Language Models2602.21461v1 · Xiaoke Huang, Bhavul Gauri, Kam Woh Ng et al.2026 · 0 citationsarXiv
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation2511.12207v2 · Haozhe Liu, Ding Liu, Mingchen Zhuge et al.2025 · 0 citationsarXiv
Scaling Sequence-to-Sequence Generative Neural Rendering2510.04236v3 · Shikun Liu, Kam Woh Ng, Wonbong Jang et al.2025 · 0 citationsarXiv
Chirpy3D: Part-Aware Multi-View Diffusion for Creative Fine-Grained Object Generation2501.04144v3 · Kam Woh Ng, Jing Yang, Jia Wei Sii et al.2025 · 0 citationsarXiv
Learning Flow Fields in Attention for Controllable Person Image Generation2412.08486v2 · Zijian Zhou, Shikun Liu, Xiao Han et al.2024 · 14 citationsarXiv
PartCraft: Crafting Creative Objects by Parts2407.04604v2 · Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song et al.2024 · 5 citationsarXiv
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery2406.08457v1 · Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song et al.2024 · 4 citationsarXiv
IPR-NeRF: Ownership Verification meets Neural Radiance Field2401.09495v4 · Win Kent Ong, Kam Woh Ng, Chee Seng Chan et al.2024 · 1 citationarXiv
DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination2311.15477v1 · Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song et al.2023 · 2 citationsarXiv
Unsupervised Hashing with Similarity Distribution Calibration2302.07669v2 · Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe et al.2023 · 1 citationarXiv
DeepIPR: Deep Neural Network Ownership Verification With Passports.34125666 · Fan, Lixin, Ng, Kam Woh, Chan, Chee Seng et al.2022 · 96 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(10):6122-6139
Large-Scale Product Retrieval with Weakly Supervised Representation Learning2208.00955v1 · Xiao Han, Kam Woh Ng, Sauradip Nag et al.2022 · 1 citationarXiv
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective2109.14449v1 · Jiun Tian Hoe, Kam Woh Ng, Tianyu Zhang et al.2021 · 97 citationsarXiv
Ternary Hashing2103.09173v2 · Chang Liu, Lixin Fan, Kam Woh Ng et al.2021 · 2 citationsarXiv
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack2102.04362v2 · Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng et al.2021 · 2 citationsarXiv
Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness2011.13538v1 · Yilun Jin, Lixin Fan, Kam Woh Ng et al.2020 · 0 citationsarXiv
Protect, Show, Attend and Tell: Empowering Image Captioning Models with Ownership Protection2008.11009v2 · Jian Han Lim, Chee Seng Chan, Kam Woh Ng et al.2020 · 46 citationsarXiv
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks2006.11601v2 · Lixin Fan, Kam Woh Ng, Ce Ju et al.2020 · 56 citationsarXiv
[Extended version] Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks1909.07830v3 · Lixin Fan, Kam Woh Ng, Chee Seng Chan2019 · 3 citationsarXiv
Career total: 27 works. 21 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.