2024 Papers

$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity

Cristian Meo, Louis Mahon, Anirudh Goyal et al.

$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax

Philipp Holl, Nils Thuerey

$f$-Divergence Based Classification: Beyond the Use of Cross-Entropy

Nicola Novello, Andrea Tonello

$H$-Consistency Guarantees for Regression

Anqi Mao, Mehryar Mohri, Yutao Zhong

$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States

Sam Bond-Taylor, Chris G Willcocks

$\mathbb{D}^2$ Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning

Adyasha Maharana, Prateek Yadav, Mohit Bansal

$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis

Zishun Yu, Yunzhe Tao, Liyu Chen et al.

$\mathtt{VITS}$ : Variational Inference Thompson Sampling for contextual bandits

Pierre Clavier, Tom Huix, Alain Oliviero Durmus

$\pi$2vec: Policy Representation with Successor Features

Gianluca Scarpellini, Ksenia Konyushkova, Claudio Fantacci et al.

${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning

Dingyang Chen, Qi Zhang

$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting

Zijie Pan, Yushan Jiang, Sahil Garg et al.

$t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence

Juno Kim, Jaehyuk Kwon, Mincheol Cho et al.

$\texttt{MoE-RBench}$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts

Guanjie Chen, Xinyu Zhao, Tianlong Chen et al.

$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation

Yining Jiao, Carlton ZDANSKI, Julia Kimbell et al.

$z$-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning

Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang

10491 Multi-Granularity Causal Structure Learning

Tianyi Chu, Wei Xing, Jiafu Chen et al.

1066 Benchmarking Large Language Models on Controllable Generation under Diversified Instructions

Yihan Chen, Benfeng Xu, Quan Wang et al.

10725 SAT-Based Tree Decomposition with Iterative Cascading Policy Selection

Hai Xia, Stefan Szeider

10783 The Complexity of Optimizing Atomic Congestion

Cornelius Brand, Robert Ganian, Subrahmanyam Kalyanasundaram et al.

11293 Cross-Class Feature Augmentation for Class Incremental Learning

Taehoon Kim, JaeYoo Park, Bohyung Han

11879 Distributional Off-Policy Evaluation for Slate Recommendations

Shreyas Chaudhari, David Arbour, Georgios Theocharous et al.

12087 Limitations of Face Image Generation

Harrison Rosenberg, Shimaa Ahmed, Guruprasad Ramesh et al.

12181 What Do Hebbian Learners Learn? Reduction Axioms for Unstable Hebbian Learning

Caleb Schultz Kisby, Saúl Blanco, Larry Moss

1/2-Approximate MMS Allocation for Separable Piecewise Linear Concave Valuations

Chandra Chekuri, Pooja Kulkarni, Rucha Kulkarni et al.

1497 Once and for All: Universal Transferable Adversarial Perturbation against Deep Hashing-Based Facial Image Retrieval

Long Tang, Dengpan Ye, Yunna Lv et al.

1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness

Bernd Prach, Fabio Brau, Giorgio Buttazzo et al.

2043 Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding

Yanmei Zou, Hongshan Yu, Zhengeng Yang et al.

2243 ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection

Junwei He, Qianqian Xu, Yangbangyan Jiang et al.

2382 SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation

Chengyou Jia, Minnan Luo, Zhuohang Dang et al.

2475 TF-CLIP: Learning Text-Free CLIP for Video-Based Person Re-identification

2S-ODIS: Two-Stage Omni-Directional Image Synthesis by Geometric Distortion Correction

Atsuya Nakata, Takao Yamanaka

2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images

Junkai Deng, Fei Hou, Xuhui Chen et al.

3426 Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving

Junkai Xu, Liang Peng, Haoran Cheng et al.

3515 Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction

Yufei Huang, Siyuan Li, Lirong Wu et al.

360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model

Qian Wang, Weiqi Li, Chong Mou et al.

360Loc: A Dataset and Benchmark for Omnidirectional Visual Localization with Cross-device Queries

Huajian Huang, Changkun Liu, Yipeng Zhu et al.

360+x: A Panoptic Multi-modal Scene Understanding Dataset

Hao Chen, Yuqi Hou, Chenyuan Qu et al.

3752 Decoupled Textual Embeddings for Customized Image Generation

Yufei Cai, Yuxiang Wei, Zhilong Ji et al.

3D-Aware Face Editing via Warping-Guided Latent Direction Learning

Yuhao Cheng, Zhuo Chen, Xingyu Ren et al.

3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation

Chen Zhao, Tong Zhang, Mathieu Salzmann

3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions

Weijia Li, Haote Yang, Zhenghao Hu et al.

3D Congealing: 3D-Aware Image Alignment in the Wild

Yunzhi Zhang, Zizhang Li, Amit Raj et al.

3DEgo: 3D Editing on the Go!

Umar Khalid, Hasan Iqbal, Azib Farooq et al.

3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation

Zidu Wang, Xiangyu Zhu, Tianshuo Zhang et al.

3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow

Felix Taubner, Prashant Raina, Mathieu Tuli et al.

3D Facial Expressions through Analysis-by-Neural-Synthesis

George Retsinas, Panagiotis Filntisis, Radek Danecek et al.

3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining

Siming Yan, Yuqi Yang, Yu-Xiao Guo et al.

3D Feature Tracking via Event Camera

Siqi Li, Zhou Zhikuan, Zhou Xue et al.

3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views

Kennard Yanting Chan, Fayao Liu, Guosheng Lin et al.

3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces

Linyi Jin, Nilesh Kulkarni, David Fouhey