ERNIE 5.0 Technical Report

Haifeng Wang, Hua Wu, Tian Wu +432

Adapting Decoder-Based Language Models for Diverse Encoder Downstream Tasks

Paul Suganthan, Fedor Moiseev, Le Yan +7

Gemini: A Family of Highly Capable Multimodal Models

Gemini Team, Rohan Anil, Sebastian Borgeaud +1340

SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives

Fedor Moiseev, Gustavo Hernandez Abrego, Peter Dornbach +3

EarthMapper: Visual Autoregressive Models for Controllable Bidirectional Satellite-Map Translation

Zhe Dong, Yuzhe Sun, Tianzhu Liu +2

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation

Junru Wu, Le Yan, Zhen Qin +6

CroBIM-U: Uncertainty-Driven Referring Remote Sensing Image Segmentation

Yuzhe Sun, Zhe Dong, Haochen Jiang +2

Exploring Dual Encoder Architectures for Question Answering

Zhe Dong, Jianmo Ni, Daniel M. Bikel +4

Context-Enhanced Detector For Building Detection From Remote Sensing Images

Ziyue Huang, Mingming Zhang, Qingjie Liu +3

Adaptive DDoS attack detection method based on multiple-kernel learning

Jieren Cheng, Chen Zhang, Xiangyan Tang +4

Coupled Gradient Estimators for Discrete Latent Variables

Zhe Dong, Andriy Mnih, George Tucker

SKILL: Structured Knowledge Infusion for Large Language Models

Fedor Moiseev, Zhe Dong, Enrique Alfonseca +1

Know Before You Fetch: Calibrated Retrieval-Budget Allocation for Retrieval-Augmented Generation

Zhe Dong, Fang Qin, Manish Shah +1

DisARM: An Antithetic Gradient Estimator for Binary Latent Variables

Zhe Dong, Andriy Mnih, George Tucker

Baryon number violation at the LHC: the top option

Zhe Dong, Gauthier Durieux, Jean-Marc Gerard +2

EmbeddingGemma: Powerful and Lightweight Text Representations

Henrique Schechter Vera, Sahil Dua, Biao Zhang +86

PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration

Zhe Dong, Yuzhe Sun, Haochen Jiang +2

Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts

Cicero Nogueira dos Santos, Zhe Dong, Daniel Cer +4

When Does Learning to Stop Help? A Cost-Aware Study of Early Exits in Reasoning Models

Zhe Dong, Fang Qin, Manish Shah

On Predictive Information in RNNs

Zhe Dong, Deniz Oktay, Ben Poole +1

Diagnosing and Mitigating Retrieval Bottlenecks in LLM-Based Cold-Start Recommendation

Zhe Dong, Fang Qin, Manish Shah +1

ReLATE: Reliability-Guided Evidence Fusion for Robust UAV--Satellite cross-view Geo-Localization

Haochen Jiang, Jialei Pan, Yuzhe Sun +4

The paper introduces UAVSat-Deg, a large benchmark for evaluating UAV‑to‑satellite geo‑localization under various image degradations, and proposes ReLATE, a reliability‑guided feat…

Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems

Zhe Dong, Bryan A. Seybold, Kevin P. Murphy +1

Parameter-free Topology Inference and Sparsification for Data on Manifolds

Tamal K. Dey, Zhe Dong, Yusu Wang

DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models

Zhe Dong, Yuzhe Sun, Tianzhu Liu +1

Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation

Zhe Dong, Yuzhe Sun, Tianzhu Liu +2

Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation

Biao Zhang, Fedor Moiseev, Joshua Ainslie +7

Top Quarks as a Window to String Resonances

Zhe Dong, Tao Han, Min-xin Huang +1

Gemini Embedding: Generalizable Embeddings from Gemini

Jinhyuk Lee, Feiyang Chen, Sahil Dua +44

Entity Image and Mixed-Modal Image Retrieval Datasets

Cristian-Ioan Blaga, Paul Suganthan, Sahil Dua +6