Jens Mehnert - RankMe

31 papers A* 2A 2B 3C 2Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Data-Free Dynamic Compression of CNNs for Tractable Efficiency. VISIGRAPP (2): VISAPP Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache
2025	A*	`conf`	Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks. CVPR Uranik Berisha, Jens Mehnert, Alexandru Paul Condurache
2025	J	`jnl`	Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks. CoRR Uranik Berisha, Jens Mehnert, Alexandru Paul Condurache
2025	A	`conf`	PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs. ECAI Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache
2025	J	`jnl`	PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs. CoRR Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache
2025	J	`jnl`	Variance-Based Pruning for Accelerating and Compressing Trained Networks. CoRR Uranik Berisha, Jens Mehnert, Alexandru Paul Condurache
2024	—	`conf`	CNN Mixture-of-Depths. ACCV (7) Rinor Cakaj, Jens Mehnert, Bin Yang
2024	J	`jnl`	CNN Mixture-of-Depths. CoRR Rinor Cakaj, Jens Mehnert, Bin Yang
2024	C	`conf`	Spectral Wavelet Dropout: Regularization in the Wavelet Domain. ICMLA Rinor Cakaj, Jens Mehnert, Bin Yang
2024	J	`jnl`	Spectral Wavelet Dropout: Regularization in the Wavelet Domain. CoRR Rinor Cakaj, Jens Mehnert, Bin Yang
2024	C	`conf`	Squeeze-and-Remember Block. ICMLA Rinor Cakaj, Jens Mehnert, Bin Yang
2024	J	`jnl`	Squeeze-and-Remember Block. CoRR Rinor Cakaj, Jens Mehnert, Bin Yang
2023	J	`jnl`	Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey. Artif. Intell. Rev. Paul Wimmer, Jens Mehnert, Alexandru Paul Condurache
2023	J	`jnl`	Instant Complexity Reduction in CNNs using Locality-Sensitive Hashing. CoRR Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache
2023	B	`conf`	Spectral Batch Normalization: Normalization in the Frequency Domain. IJCNN Rinor Cakaj, Jens Mehnert, Bin Yang
2023	J	`jnl`	Spectral Batch Normalization: Normalization in the Frequency Domain. CoRR Rinor Cakaj, Jens Mehnert, Bin Yang
2023	B	`conf`	Weight Compander: A Simple Weight Reparameterization for Regularization. IJCNN Rinor Cakaj, Jens Mehnert, Bin Yang
2023	J	`jnl`	Weight Compander: A Simple Weight Reparameterization for Regularization. CoRR Rinor Cakaj, Jens Mehnert, Bin Yang
2022	J	`jnl`	Dimensionality Reduced Training by Pruning and Freezing Parts of a Deep Neural Network, a Survey. CoRR Paul Wimmer, Jens Mehnert, Alexandru Paul Condurache
2022	A*	`conf`	Interspace Pruning: Using Adaptive Filter Representations to Improve Training of Sparse CNNs. CVPR Paul Wimmer, Jens Mehnert, Alexandru Condurache
2022	J	`jnl`	Interspace Pruning: Using Adaptive Filter Representations to Improve Training of Sparse CNNs. CoRR Paul Wimmer, Jens Mehnert, Alexandru Paul Condurache
2021	B	`conf`	COPS: Controlled Pruning Before Training Starts. IJCNN Paul Wimmer, Jens Mehnert, Alexandru Condurache
2021	J	`jnl`	COPS: Controlled Pruning Before Training Starts. CoRR Paul Wimmer, Jens Mehnert, Alexandru Condurache
2020	—	`conf`	FreezeNet: Full Performance by Reduced Storage Costs. ACCV (6) Paul Wimmer, Jens Mehnert, Alexandru Condurache
2020	J	`jnl`	FreezeNet: Full Performance by Reduced Storage Costs. CoRR Paul Wimmer, Jens Mehnert, Alexandru Condurache
2011	J	`jnl`	Analysis of the rate of convergence of least squares neural network regression estimates in case of measurement errors. Neural Networks Michael Kohler, Jens Mehnert
2011	A	`conf`	Evaluation of different approaches for road course estimation using imaging radar. IROS Frederik Sarholz, Jens Mehnert, Jens Klappstein, Jürgen Dickmann, Bernd Radig
2008	J	`jnl`	Automatic recognition of German news focusing on future-directed beliefs and intentions. Comput. Speech Lang. Judith Eckle-Kohler, Michael Kohler, Jens Mehnert
2008	J	`jnl`	Better external memory suffix array construction. ACM J. Exp. Algorithmics Roman Dementiev, Juha Kärkkäinen, Jens Mehnert, Peter Sanders
2005	—	`conf`	Better External Memory Suffix Array Construction. ALENEX/ANALCO Roman Dementiev, Juha Kärkkäinen, Jens Mehnert, Peter Sanders
2004	—	`conf`	Engineering a Sorted List Data Structure for 32 Bit Key. ALENEX/ANALC Roman Dementiev, Lutz Kettner, Jens Mehnert, Peter Sanders